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Poster
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Tue 7:00 |
Two Routes to Scalable Credit Assignment without Weight Symmetry Daniel Kunin, Aran Nayebi, Javier Sagastuy-Brena, Surya Ganguli, Jon Bloom, Daniel Yamins |
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Poster
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Tue 9:00 |
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao, Donald Lee |
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Poster
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Tue 12:00 |
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification Tomer Golany, Kira Radinsky, Daniel Freedman |
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Poster
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Tue 12:00 |
Entropy Minimization In Emergent Languages Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni |
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Poster
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Tue 14:00 |
Continuously Indexed Domain Adaptation Hao Wang, Hao He, Dina Katabi |
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Poster
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Wed 5:00 |
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics Alexander Tong, Jessie Huang, Guy Wolf, David van Dijk, Smita Krishnaswamy |
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Poster
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Wed 5:00 |
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations Stephen Keeley, David Zoltowski, Yiyi Yu, Spencer Smith, Jonathan Pillow |
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Poster
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Wed 5:00 |
Abstraction Mechanisms Predict Generalization in Deep Neural Networks Alex Gain, Hava Siegelmann |
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Poster
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Wed 5:00 |
Population-Based Black-Box Optimization for Biological Sequence Design Christof Angermueller, David Belanger, Andreea Gane, Zelda Mariet, David Dohan, Kevin Murphy, Lucy Colwell, D. Sculley |
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Poster
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Wed 8:00 |
A general recurrent state space framework for modeling neural dynamics during decision-making David Zoltowski, Jonathan Pillow, Scott Linderman |
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Poster
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Wed 9:00 |
Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search Binghong Chen, Chengtao Li, Hanjun Dai, Le Song |
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Poster
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Wed 10:00 |
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression Changhee Lee, Mihaela van der Schaar |
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Poster
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Wed 10:00 |
Causal Effect Estimation and Optimal Dose Suggestions in Mobile Health Liangyu Zhu, Wenbin Lu, Rui Song |
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Poster
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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 |
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Poster
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Wed 13:00 |
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location Rasheed El-Bouri, David Eyre, Peter Watkinson, Tingting Zhu, David Clifton |
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Poster
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Wed 14:00 |
DeepCoDA: personalized interpretability for compositional health data Thomas Quinn, Dang Nguyen, Santu Rana, Sunil Gupta, Svetha Venkatesh |
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Poster
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Wed 15:00 |
Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders Ioana Bica, Ahmed Alaa, Mihaela van der Schaar |
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Poster
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Thu 6:00 |
Mapping natural-language problems to formal-language solutions using structured neural representations Kezhen Chen, Qiuyuan Huang, Hamid Palangi, Paul Smolensky, Ken Forbus, Jianfeng Gao |
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Poster
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Thu 7:00 |
Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies Shengpu Tang, Aditya Modi, Michael Sjoding, Jenna Wiens |
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Poster
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Thu 8:00 |
Emergence of Separable Manifolds in Deep Language Representations Jonathan Mamou, Hang Le, Miguel A del Rio Fernandez, Cory Stephenson, Hanlin Tang, Yoon Kim, SueYeon Chung |
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Poster
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Thu 8:00 |
Visual Grounding of Learned Physical Models Yunzhu Li, Toru Lin, Kexin Yi, Daniel Bear, Daniel Yamins, Jiajun Wu, Josh Tenenbaum, Antonio Torralba |
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Poster
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Thu 9:00 |
Bio-Inspired Hashing for Unsupervised Similarity Search Chaitanya Ryali, John Hopfield, Leopold Grinberg, Dmitry Krotov |
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Poster
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Thu 9:00 |
Active World Model Learning in Agent-rich Environments with Progress Curiosity Kuno Kim, Megumi Sano, Julian De Freitas, Nick Haber, Daniel Yamins |
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Poster
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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 |
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Poster
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Thu 13:00 |
A Generative Model for Molecular Distance Geometry Gregor Simm, Jose Miguel Hernandez-Lobato |
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Poster
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Thu 13:00 |
Influenza Forecasting Framework based on Gaussian Processes Christoph Zimmer, Reza Yaesoubi |
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Poster
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Thu 14:00 |
Probing Emergent Semantics in Predictive Agents via Question Answering Abhishek Das, Federico Carnevale, Hamza Merzic, Laura Rimell, Rosalia Schneider, Josh Abramson, Alden Hung, Arun Ahuja, Stephen Clark, Greg Wayne, Feilx Hill |
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Poster
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Thu 17:00 |
A Graph to Graphs Framework for Retrosynthesis Prediction Chence Shi, Minkai Xu, Hongyu Guo, Ming Zhang, Jian Tang |