Connectionists: Call for papers: TPP @ NeurIPS 2018

[Manuel Gomez Rodriguez]

Call for papers (TPP @ NeurIPS 2019) NeurIPS Workshop in Learning with Temporal Point Processes 

https://sites.google.com/view/tpp-neurips-2019
In recent years, there has been an increasing number of machine learning models, inference methods and control algorithms using temporal point processes. They have been particularly popular for understanding, predicting, and enhancing the functioning of social and information systems, where they have achieved unprecedented performance. This workshop aims to introduce temporal point processes to the machine learning community at large. In this workshop, we aim to popularize temporal point processes within the machine learning community at large. It will bring together experts from a diverse, multi-disciplinary set of backgrounds. One of the main goals of this workshop is to help the community understand the role of temporal point process on the development of human-centered machine learning models and algorithms accounting for the feedback loop between algorithmic and human decisions, which are inherently asynchronous events.

We take a broad perspective to learning with temporal point process and address a wide range of themes including, but not limited to predictive models, efficient inference methods, deep learning, control and reinforcement learning, generative models, causal learning, incomplete and missing data, and emerging applications.

Important dates:

Submission deadline: September 15, 23:59 AOE.
Author notification: September 30.

Submissions in the form of extended abstracts must be at most 4 pages long (not including references and an unlimited number of pages for supplemental material, which reviewers are not required to take into account) and adhere to the NeurIPS format. We accept submissions of work recently published or currently under review. Submissions should be anonymized as described in the submission instructions and should be submitted through:

https://easychair.org/conferences/?conf=wtpp19

The workshop will not have formal proceedings, but authors of accepted abstracts can choose to have either a link to an arxiv version of their paper or a pdf published on the workshop webpage.

The organizers
Manuel Gomez Rodriguez, Abir De, Le Song, Yan Liu, Isabel Valera and Hongyuan Zha
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