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Topic
Inference Project Virtual Talk: Causality at the Intersection of Simulation, Inference, Science, and Learning
Description
The sciences are replete with high-fidelity simulators: computational manifestations of causal, mechanistic models. Ironically, while these simulators provide our highest-fidelity physical models, they are not well suited for inferring properties of the model from data. Professor Kyle Cranmer of New York University will describe the emerging area of simulation-based inference and describe how machine learning is being brought to bear on these challenging problems. It is then tempting to imagine the path towards developing an autonomous AI scientist also responsible for designing experiments and hypothesis generation. Interestingly, this framing brings a new perspective on the role of causality and agency that incorporates recent advances in machine learning and artificial intelligence.
The moderated post-talk conversation with Zenna Tavares, associate research scientist and Alan Kanzer Innovation Scholar at the Zuckerman Institute and Data Science Institute of Columbia University, is expected to take place on Wednesday, March 16 at 4 p.m.
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Ty Kamp
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Hi there, You are invited to a Zoom webinar. Topic: Inference Project Virtual Talk: Causality at the Intersection of Simulation, Inference, Science, and Learning Register in advance for this webinar: https://yale.zoom.us/webinar/register/WN_e1tBGVmTT86M0dD6BXTaxA Or an H.323/SIP room system: H.323: 162.255.37.11 (US West) 162.255.36.11 (US East) 115.114.131.7 (India Mumbai) 115.114.115.7 (India Hyderabad) 213.19.144.110 (Amsterdam Netherlands) 213.244.140.110 (Germany) 103.122.166.55 (Australia Sydney) 103.122.167.55 (Australia Melbourne) 149.137.40.110 (Singapore) 64.211.144.160 (Brazil) 149.137.68.253 (Mexico) 69.174.57.160 (Canada Toronto) 65.39.152.160 (Canada Vancouver) 207.226.132.110 (Japan Tokyo) 149.137.24.110 (Japan Osaka) Meeting ID: 947 9821 3614 SIP: 94798213614@zoomcrc.com After registering, you will receive a confirmation email containing information about joining the webinar.
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