<div dir="ltr">This can be worth attending by anyone interested in making a difference in healthcare using AI.<div>Unfortunately I will have to miss - please let me know if you are planning to attend and I'd be keen to ask you to share notes later.</div><div><br></div><div>Artur</div><div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">---------- Forwarded message ---------<br>From: <strong class="gmail_sendername" dir="auto">C3.ai Digital Transformation Institute</strong> <span dir="auto"><<a href="mailto:info@c3dti.ai">info@c3dti.ai</a>></span><br>Date: Mon, Apr 18, 2022 at 10:16 AM<br>Subject: Miland Tambe on AI for Social Impact: Results from Deployments for Public Health and Conservation<br>To:  <<a href="mailto:awd@cs.cmu.edu">awd@cs.cmu.edu</a>><br></div><br><br><u></u>

    
        
        
        
        
        
        

    
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                            <div style="text-align:center">The Colloquium on Digital Transformation is a series of weekly online talks on how artificial intelligence, machine learning, and big data can lead to scientific breakthroughs with large-scale societal benefit.</div>

<div style="text-align:center"><br>
<span style="font-size:14px"><strong>See details of upcoming talks <a href="https://c3dti.us8.list-manage.com/track/click?u=aae4610086c8b3a8646b00cbe&id=e910483357&e=b5ed94badf" style="color:#007c89;font-weight:normal;text-decoration:underline" target="_blank">here</a> and note we have the same<br>
Zoom Webinar <a href="https://c3dti.us8.list-manage.com/track/click?u=aae4610086c8b3a8646b00cbe&id=a97ae0a61e&e=b5ed94badf" style="color:#007c89;font-weight:normal;text-decoration:underline" target="_blank">registration</a> link for all spring 2022 talks</strong></span></div>

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                            <h1 style="text-align:center;display:block;margin:0;padding:0;color:#202020;font-family:Arial,'Helvetica Neue',Helvetica,sans-serif;font-size:26px;font-style:normal;font-weight:bold;line-height:125%;letter-spacing:normal"><strong>Miland Tambe on AI for Social Impact:<br>
Results from Deployments for Public Health and Conservation</strong></h1>

<p style="text-align:center;font-style:normal;font-weight:normal;margin:10px 0;padding:0;color:#202020;font-family:Helvetica;font-size:16px;line-height:150%"><strong><span style="font-size:16px">April 21, 1 pm PT/3 pm CT</span></strong><br>
<br>
<strong>Miland Tambe, Gordon McKay Professor of Computer Science <br>
Director of Center for Research in Computation and Society<br>
Harvard University</strong><br>
<br>
<a href="https://c3dti.us8.list-manage.com/track/click?u=aae4610086c8b3a8646b00cbe&id=4f5111df67&e=b5ed94badf" style="color:#007c89;font-weight:normal;text-decoration:none" target="_blank"><img height="79" src="https://mcusercontent.com/aae4610086c8b3a8646b00cbe/images/35022080-a7ad-4881-8ff3-7ebb14f1b54f.png" style="border:0px;width:179px;height:79px;margin:0px;outline:none;text-decoration:none" width="179"></a></p>

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<p dir="ltr" style="text-align:justify;margin:10px 0;padding:0;color:#202020;font-family:Helvetica;font-size:16px;line-height:150%">With the maturing of AI and multi-agent systems research, we have a tremendous opportunity to direct these advances towards addressing complex societal problems. I will focus on domains of public health and conservation, and address one key cross-cutting challenge: how to effectively deploy our limited intervention resources in these problem domains. I will present results from work around the globe using AI for challenges such as HIV prevention, maternal and child care interventions, as well as for wildlife conservation. Achieving social impact in these domains often requires methodological advances. To that end, I will highlight key research advances in multi-agent reasoning and learning, in particular, restless multi-armed bandits, influence maximization in social networks, computational game theory, and decision-focused learning. In pushing this research agenda, our ultimate goal is to facilitate local communities and nonprofits to directly benefit from advances in AI tools and techniques.<br>
<br>
<a href="https://c3dti.us8.list-manage.com/track/click?u=aae4610086c8b3a8646b00cbe&id=3783a062d4&e=b5ed94badf" style="color:#007c89;font-weight:normal;text-decoration:none" target="_blank">Milind Tambe</a> is the Gordon McKay Professor of Computer Science and Director of the Center for Research in Computation and Society at Harvard University; he also directs "AI for Social Good" at Google Research India. He is the recipient of the IJCAI John McCarthy Award, AAMAS ACM Autonomous Agents Research Award, AAAI Robert S. Engelmore Memorial Lecture Award, and he is a fellow of AAAI and ACM. He has also received the INFORMS Wagner prize, Rist Prize from Military Operations Research Society, and Columbus Fellowship Foundation Homeland Security Award, along with commendations from the U.S. Coast Guard, Federal Air Marshals Service and Los Angeles airport police.</p>
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                                        <div style="text-align:center"><span style="font-size:16px"><em><a href="https://c3dti.us8.list-manage.com/track/click?u=aae4610086c8b3a8646b00cbe&id=fd04bd61b9&e=b5ed94badf" style="color:#007c89;font-weight:normal;text-decoration:none" target="_blank">UPCOMING SPEAKERS</a></em></span><br>
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<div style="text-align:left">April 28, 1 pm PT/3 pm CT<br>
<strong>Ruta Mehta</strong>, Assistant Professor, University of Illinois at Urbana-Champaign<br>
<br>
May 5, 1 pm PT/3 pm CT<br>
<strong>Nikhil Garg</strong>, Assistant Professor, Cornell Tech<br>
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<div style="text-align:center"><span style="color:#ffff00"><em>Watch for announcements of the next speaker series</em></span></div>

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                            <div style="text-align:center"><br>
<strong><span style="font-size:18px">Watch all C3.ai DTI talks on<br>
our YouTube channel</span></strong><br>
<br>
<a href="https://c3dti.us8.list-manage.com/track/click?u=aae4610086c8b3a8646b00cbe&id=fa669d60bd&e=b5ed94badf" style="color:#007c89;font-weight:normal;text-decoration:none" target="_blank">YouTube.com/C3DigitalTransformationInstitute</a><br>
 </div>

<div style="text-align:center"><em>The Science of Digital Transformation</em><br>
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                            <div style="text-align:center"><span style="font-size:13px"><span style="font-family:arial,helvetica neue,helvetica,sans-serif"><strong>About the C3.ai Digital Transformation Institute</strong></span></span><br>
 </div>

<div style="text-align:justify"><span style="font-size:12px"><span style="font-family:arial,helvetica neue,helvetica,sans-serif">Established in March 2020 by C3 AI, Microsoft, and leading universities, the C3.ai Digital Transformation Institute is a research consortium dedicated to accelerating the socioeconomic benefits of artificial intelligence. The Institute engages the world’s leading scientists to conduct research and train practitioners in the new Science of Digital Transformation, which operates at the intersection of artificial intelligence, machine learning, cloud computing, internet of things, big data analytics, organizational behavior, public policy, and ethics. The ten C3.ai Digital Transformation Institute consortium member universities and research laboratories are: University of Illinois at Urbana-Champaign; University of California, Berkeley; Carnegie Mellon University; KTH Royal Institute of Technology; Lawrence Berkeley National Laboratory; Massachusetts Institute of Technology; National Center for Supercomputing Applications at University of Illinois at Urbana-Champaign; Princeton University; Stanford University; and University of Chicago. Learn more at <a href="https://c3dti.us8.list-manage.com/track/click?u=aae4610086c8b3a8646b00cbe&id=3246416082&e=b5ed94badf" style="color:#007c89;font-weight:normal;text-decoration:none" target="_blank">C3DTI.ai</a>.</span></span></div>

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                                                                                    <a href="https://c3dti.us8.list-manage.com/track/click?u=aae4610086c8b3a8646b00cbe&id=f956d6c4eb&e=b5ed94badf" target="_blank"><img src="https://cdn-images.mailchimp.com/icons/social-block-v2/color-twitter-48.png" alt="Twitter" style="display:block;border:0;height:auto;outline:none;text-decoration:none" height="24" width="24"></a>
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                                                                                    <a href="https://c3dti.us8.list-manage.com/track/click?u=aae4610086c8b3a8646b00cbe&id=0d5421aa1d&e=b5ed94badf" target="_blank"><img src="https://cdn-images.mailchimp.com/icons/social-block-v2/color-linkedin-48.png" alt="LinkedIn" style="display:block;border:0;height:auto;outline:none;text-decoration:none" height="24" width="24"></a>
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University of California, Berkeley<br>
750 Sutardja Dai Hall, MC 1764<br>
Berkeley, California 94720-1764</font></span></p>

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                            <p style="text-align:center;margin:10px 0;padding:0;color:#656565;font-family:Helvetica;font-size:12px;line-height:150%"><span style="font-size:11px"><font face="arial, sans-serif"><strong>C3.ai Digital Transformation Institute @ Illinois</strong><br>
University of Illinois at Urbana-Champaign<br>
1205 W. Clark Street, MC-257, Room 1008<br>
Urbana, Illinois 61801</font></span></p>

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