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<span style="font-family: Arial, sans-serif; font-size: 14pt; color: rgb(34, 34, 34); background-color: white; font-weight: 700;">DMLR Workshop: Data-Centric Machine Learning Research at ICLR 2024</span></h2>
<div style="direction: ltr;"><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white;"><b>2024 - 2<sup>nd</sup> Call for Papers</b></span></div>
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<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white;"><b>May 11</b></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 7pt; color: rgb(34, 34, 34); background-color: white;"><b><sup>th</sup></b></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white;"><b> –
Vienna, Austria</b></span><span style="letter-spacing: normal;"><b> </b></span></h1>
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<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; background-color: white;"><b><a href="https://dmlr.ai/" id="OWA06a443bc-e2e7-fb24-2e45-92d42856e783" class="x_x_x_x_x_x_OWAAutoLink" data-linkindex="0" data-loopstyle="linkonly" data-auth="NotApplicable" style="margin: 0px;">DMLR
Workshop ’24 Website</a></b></span><span style="letter-spacing: normal;"><b> </b></span></h1>
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<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white;"><b>Theme: Harnessing Momentum for Science </b></span></p>
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<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">We invite submissions to the 4<sup>th</sup> workshop on Data-Centric Machine Learning Research co-located
with the International Conference on Learning Representations (ICLR) – 2024 in Vienna, Austria.</span></p>
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<span style="font-family: Arial, sans-serif; font-size: 14pt; color: rgb(34, 34, 34); background-color: white; font-weight: 700;">Scope</span></h2>
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<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 700;">AI for science</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;"> uses
AI to tackle unique scientific challenges, uncover rare phenomena, deepen our understanding of scientific domains, and accelerate discoveries. The traditional model-centric AI approach primarily focuses on algorithmic improvements and often overlooks the foundational
role of data. This is particularly problematic in scientific contexts where there are strong emphases on both prediction from and explanation of data. In science, ML pipelines are often interwoven with the inputs and outputs of theoretical models which depend
on robust data and reliable model outputs. In large science projects and missions that produce vast amounts of data, efficient data-centric AI frameworks are essential for maximizing the potential of expensive experiments and missions. This being said, the
integrity of AI systems is intrinsically tied to the quality of their training data. The high stakes in science leave no room for errors due to poor data. For scientists to trust AI systems, data quality, including precise labeling and comprehensive coverage,
is vital.</span></div>
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<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">This workshop aims to showcase the latest research in the area of AI for science. By showcasing these
breakthroughs and fostering collaboration, it seeks to break down the research barriers between AI and science. </span></p>
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<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 700;">Topics will include, but are not limited to:</span></p>
<ul style="direction: ltr; text-align: left; margin-top: 0px; margin-bottom: 0px; list-style-position: initial; list-style-type: disc; background-color: rgb(255, 255, 255);">
<li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Data collection and benchmarking techniques</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Data governance frameworks for ML</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Impact of data bias, variance, and drifts</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Role of data in foundation models: pre-training, prompting, fine-tuning</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Optimal data for standard evaluation framework in the context of changing model landscape</span></p>
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<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Domain specific data issues</span></p>
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<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Data-centric explainable AI</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Data-centric approaches to AI alignment</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 12pt;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Active learning, Data cleaning, acquisition for ML</span></p>
</li></ul>
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<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Bridging the gap between seasoned expertise and fresh perspectives, our keynote/invited talks will showcase
the work of established, mid and early-career researchers. This well-rounded mix promises a vibrant exchange of ideas and fosters dynamic advancements in the field.</span></p>
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<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 14pt; color: rgb(34, 34, 34); background-color: white; font-weight: 700;">Submission</span></p>
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<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; font-weight: 700;">All authors and submissions should adhere to the</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(17, 85, 204); background-color: white; font-weight: 700;"><a href="https://www.iclr.cc/Conferences/2024/AuthorGuide" id="OWA4c9642c0-4d4a-ba85-9e43-2979790235eb" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-linkindex="1" data-auth="NotApplicable" style="text-decoration: none; margin: 0px;"> ICLR
policy</a></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">.</span></p>
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<ul style="direction: ltr; text-align: left; margin-top: 0px; margin-bottom: 0px; list-style-position: initial; list-style-type: disc; background-color: rgb(255, 255, 255);">
<li style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">We welcome two types of paper submissions:</span></p>
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<li style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 700;">Research papers:</span><span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;"> up
to 8 pages (not including references and appendices). Acceptable material includes original and high-quality unpublished contributions to the theory, practical aspects, as well as position papers relevant to the workshop topics.</span></p>
</li><li style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 700;">Extended abstracts:
</span><span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">up to 2 pages (not including references and appendices). Acceptable material includes work which
has already been submitted or published, preliminary results and controversial findings.</span></p>
</li></ul>
<li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Posting all versions of a paper (with the exception of the final published version) that is submitted
to DMLR workshop, on preprint servers like ArXiv is permitted. Once the paper is accepted, the preprint version should be marked with the publication information including DOI.</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">All submissions must represent original work and not previously published elsewhere.</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">The use of LLMs is allowed as a general-purpose writing assist tool. Authors should understand that they
take full responsibility for the contents of their papers, including content generated by LLMs that could be construed as plagiarism or scientific misconduct (e.g., fabrication of facts). LLMs are not eligible for authorship.</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;"></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Authors
who choose to create new datasets must provide access to the datasets (view and download) to help reviewers assess submitted works. We strongly encourage authors to submit supplementary material (as a separate PDF) including:</span></p>
</li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0px; list-style-position: initial; list-style-type: circle;">
<li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Data Card: we recommend authors to check<a href="https://sites.research.google/datacardsplaybook/" id="OWAd2dc64c6-07e5-e678-6da0-425c2ac7d5f9" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-linkindex="2" data-auth="NotApplicable" style="text-decoration: none; margin: 0px;"> </a></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: blue; background-color: white; font-weight: 400;"><a href="https://sites.research.google/datacardsplaybook/" id="OWAd55fc333-9668-d8a6-c306-a0c37ca27a26" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-linkindex="3" data-auth="NotApplicable" style="text-decoration: none; margin: 0px;">data
card template</a></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">.</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Data Sheet: Check a<a href="https://arxiv.org/abs/1803.09010" id="OWAc79cbecd-e9ba-cf95-3586-b2e940256ac1" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-linkindex="4" data-auth="NotApplicable" style="text-decoration: none; margin: 0px;"> </a></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: blue; background-color: white; font-weight: 400;"><a href="https://arxiv.org/abs/1803.09010" id="OWAab932d29-8327-841b-42b1-f90913c03441" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-linkindex="5" data-auth="NotApplicable" style="text-decoration: none; margin: 0px;">datasheet
example</a></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">.</span></p>
</li></ul>
<li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Authors are strongly encouraged to include a paragraph-long
</span><span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(17, 85, 204); background-color: white; font-weight: 400;"><a href="https://www.iclr.cc/Conferences/2024/AuthorGuide" id="OWA916903de-af51-5c59-1655-04be7267ad7c" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-linkindex="6" data-auth="NotApplicable" style="text-decoration: none; margin: 0px;">Reproducibility
Statement</a></span><span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;"> at the end of the main text (before references) to discuss the efforts that have
been made to ensure reproducibility. This optional reproducibility statement will not count toward the page limit, but should not be more than 1 page.
</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">We encourage authors to check<a href="https://arxiv.org/abs/1810.03993" id="OWA0f3dbeda-631c-6114-45ae-6e1882317873" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-linkindex="7" data-auth="NotApplicable" style="text-decoration: none; margin: 0px;"> </a></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: blue; background-color: white; font-weight: 400;"><a href="https://arxiv.org/abs/1810.03993" id="OWAd1f08bd5-f100-3814-25ac-5bd20f1864ef" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-linkindex="8" data-auth="NotApplicable" style="text-decoration: none; margin: 0px;">model
card template</a></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">.</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Submissions should adhere to the DMLR style templates:
</span><span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(17, 85, 204); background-color: white; font-weight: 400;"><a href="https://github.com/JmlrOrg/dmlr-style-file" id="OWAefa89832-c0d5-28c3-7bfc-9702b79bfb2a" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-linkindex="9" data-auth="NotApplicable" style="text-decoration: none; margin: 0px;">Latex
template</a></span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Submissions are only accepted in written English.</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">All papers must be proofread (not just spell checked) by the authors before submission.</span></p>
</li><li style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; font-weight: 400; color: rgb(34, 34, 34); direction: ltr;">
<p style="direction: ltr; line-height: 1.38; background-color: rgb(254, 254, 251); margin-top: 0px; margin-bottom: 12pt;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Submission URL:
</span><span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(17, 85, 204); background-color: white; font-weight: 400;"><a href="https://openreview.net/group?id=ICLR.cc/2024/Workshop/DMLR" id="OWAa0b5d4ed-6414-b77e-bd31-f88d36622058" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-linkindex="10" data-auth="NotApplicable" style="text-decoration: none; margin: 0px;">https://openreview.net/group?id=ICLR.cc/2024/Workshop/DMLR</a></span><span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;"> </span></p>
</li></ul>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">Accepted research papers will be presented at the workshop either as a talk or as a poster. Accepted extended
abstracts will be presented as posters. We do not intend to publish paper proceedings.</span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;"> </span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;"><br>
</span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 14pt; color: rgb(34, 34, 34); background-color: white; font-weight: 700;">Important Dates</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 14pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;"> </span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 14pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;"><br>
</span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); font-weight: 400;">(Time zone: Anywhere on Earth)</span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); font-weight: 700;">Paper Submission deadline:</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); font-weight: 400;"> 03
February 2024</span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); font-weight: 700;">Notification of Acceptance:
</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); font-weight: 400;">03 March 2024</span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); font-weight: 700;">Camera Ready Copy due:
</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); font-weight: 400;">Coming Soon</span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 700;">Workshop:
</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">11 May 2024</span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; font-weight: 400;"> </span></p>
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<span style="font-family: Arial, sans-serif; font-size: 14pt; color: rgb(34, 34, 34); background-color: white; font-weight: 700;">Awards</span></h2>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(34, 34, 34); background-color: white; font-weight: 400;">(1) A few selected exceptional research papers from DMLR workshop 2024 will be invited to contribute to
the </span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; font-weight: 700;">DMLR journal</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; font-weight: 400;">;
the latest member of the JMLR family, aiming to provide a top archival venue for high-quality scholarly articles focused on the data aspect of machine learning research. </span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; font-weight: 400;">(2)
</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); font-weight: 400;">Papers with methods, datasets or applications that are relevant to Sustainable Development Goals (</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(17, 85, 204); font-weight: 400;"><a href="https://sdgs.un.org/goals" id="OWA7b9eb103-6799-b028-80ae-914089276a6b" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-auth="NotApplicable" style="color: rgb(17, 85, 204); text-decoration: none; margin-top: 0px; margin-bottom: 0px;">https://sdgs.un.org/goals</a></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); font-weight: 400;">)
will have the opportunity to present their paper in a </span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);"><b>spotlight talk on the AI for Good</b></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); font-weight: 400;"> platform
(</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(17, 85, 204); font-weight: 400;"><a href="https://aiforgood.itu.int/" id="OWAb059c798-54c0-9df6-9620-4ca2456fdfff" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-auth="NotApplicable" style="color: rgb(17, 85, 204); text-decoration: none; margin-top: 0px; margin-bottom: 0px;">https://aiforgood.itu.int/</a></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); font-weight: 400;">)
and the in the in-person </span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);"><b>summit in Geneva, Switzerland</b></span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: rgb(0, 0, 0); font-weight: 400;">.</span></p>
<h2 style="direction: ltr; margin-top: 12pt; color: rgb(36, 36, 36);"><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 14pt; color: rgb(34, 34, 34); background-color: white;"><br>
</span></h2>
<div style="direction: ltr;"><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 14pt; color: black; background-color: white;"><b>Contact</b></span></div>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; background-color: white; font-weight: 400;">If you have any questions about the paper submission and the workshop, please join our Discord channel:
</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; background-color: white;"><a href="https://discord.gg/jYk3FNfYqG" id="OWA0798a833-5106-6343-37a1-8cf0538a4828" class="x_x_x_x_x_x_OWAAutoLink" data-loopstyle="linkonly" data-auth="NotApplicable" style="margin-top: 0px; margin-bottom: 0px;">https://discord.gg/jYk3FNfYqG</a></span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; background-color: white; font-weight: 400;"> </span></p>
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<a href="https://discord.gg/jYk3FNfYqG" id="LPUrlAnchor125329" data-loopstyle="linkonly" data-auth="NotApplicable" style="text-decoration: none;">Join the DMLR Discord Server!</a></div>
<div style="font-size:14px; max-height:100px; color:rgb(102,102,102); font-family:wf_segoe-ui_normal,"Segoe UI","Segoe WP",Tahoma,Arial,sans-serif; margin-bottom:12px; margin-right:8px; overflow:hidden" id="LPDescription125329">
Check out the DMLR community on Discord - hang out with 320 other members and enjoy free voice and text chat.</div>
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<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; background-color: white; font-weight: 700;">Workshop Organizers</span></p>
<p style="direction: ltr; text-align: left; line-height: 1.38; background-color: rgb(255, 255, 255); margin-top: 0px; margin-bottom: 0px;">
<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; background-color: white; font-weight: 400;">Manil Maskey</span><span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; font-weight: 400;">,
Alicia Parrish, Lilith Bat-Leah, Praveen Paritosh, Chanjun Park, Fatimah Alzamzami, Xiaozhe Yao, Holger Caesar, Bernard Koch, Zhangyang “Atlas” Wang, Jerone Andrews, Paolo Climaco, Bolei Ma, Steffen Vogler, Danilo Brajovic, Mayee Chen, Sang Truong</span></p>
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<span style="letter-spacing: normal; font-family: Arial, sans-serif; font-size: 12pt; color: black; font-weight: 400;"><br>
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<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(102, 102, 102); background-color: white; font-weight: 400;"><i>Best Regards, </i></span></div>
<div style="direction: ltr; text-align: left; background-color: rgb(255, 255, 255); margin: 0px;">
<span style="letter-spacing: normal; font-family: Roboto, sans-serif; font-size: 12pt; color: rgb(102, 102, 102); background-color: white; font-weight: 400;"><i>The Organizing Committee of DMLR Workshop 2024</i></span></div>
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