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Poster
Wed 13:00 Adding seemingly uninformative labels helps in low data regimes
Christos Matsoukas · Albert Bou Hernandez · Yue Liu · Karin Dembrower · Gisele Miranda · Emir Konuk · Johan Fredin Haslum · Athanasios Zouzos · Peter Lindholm · Fredrik Strand · Kevin Smith
Poster
Thu 9:00 Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning
Sai Krishna Gottipati · Boris Sattarov · Sufeng Niu · Yashaswi Pathak · Haoran Wei · Shengchao Liu · Shengchao Liu · Simon Blackburn · Karam Thomas · Connor Coley · Jian Tang · Sarath Chandar · Yoshua Bengio
Poster
Thu 13:00 Influenza Forecasting Framework based on Gaussian Processes
Christoph Zimmer · Reza Yaesoubi
Poster
Wed 10:00 Temporal Phenotyping using Deep Predictive Clustering of Disease Progression
Changhee Lee · Mihaela van der Schaar
Tutorial
Mon 1:00 Machine Learning for Healthcare: Challenges, Methods, Frontiers
Mihaela van der Schaar
Workshop
Fri 3:30 Healthcare Systems, Population Health, and the Role of Health-tech
Creighton Heaukulani · Konstantina Palla · Katherine Heller · Niranjani Prasad · Marzyeh Ghassemi
Workshop
Sat 10:50 "Automated ML and its transformative impact on medicine and healthcare" by Mihaela van der Schaar
Mihaela van der Schaar
Poster
Thu 6:00 Estimation of Bounds on Potential Outcomes For Decision Making
Maggie Makar · Fredrik Johansson · John Guttag · David Sontag
Poster
Tue 9:00 BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates
Xiaochen Wang · Arash Pakbin · Bobak Mortazavi · Hongyu Zhao · Donald Lee
Poster
Thu 17:00 Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making
Chengchun Shi · Runzhe Wan · Rui Song · Wenbin Lu · Ling Leng
Poster
Tue 12:00 SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification
Tomer Golany · Kira Radinsky · Daniel Freedman
Poster
Tue 14:00 Continuously Indexed Domain Adaptation
Hao Wang · Hao He · Dina Katabi