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Workshop
Fri 17:00 Scalable Joint Models for Reliable Event Prediction. Hossein Soleimani, James Hensman and Suchi Saria.
Poster
Wed 18:30 Local Aggregative Games
Vikas Garg ⋅ Tommi Jaakkola
Poster
Mon 18:30 Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin
Ritambhara Singh ⋅ Jack Lanchantin ⋅ Arshdeep Sekhon ⋅ Yanjun Qi
Oral
Tue 15:05 A unified approach to interpreting model predictions
Scott M Lundberg ⋅ Su-In Lee
Workshop
Fri 9:40 Contributed talk: Field Test Evaluation of Predictive Models for Wildlife Poaching Activity in Uganda
Shahrzad Gholami
Poster
Tue 18:30 NeuralFDR: Learning Discovery Thresholds from Hypothesis Features
Fei Xia ⋅ Martin J Zhang ⋅ James Zou ⋅ David Tse
Poster
Tue 18:30 A Unified Approach to Interpreting Model Predictions
Scott M Lundberg ⋅ Su-In Lee
Poster
Wed 18:30 Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan ⋅ Alexander Pritzel ⋅ Charles Blundell
Poster
Tue 18:30 Predictive-State Decoders: Encoding the Future into Recurrent Networks
Arun Venkatraman ⋅ Nicholas Rhinehart ⋅ Wen Sun ⋅ Lerrel Pinto ⋅ Martial Hebert ⋅ Byron Boots ⋅ Kris Kitani ⋅ J. Bagnell
Poster
Mon 18:30 Value Prediction Network
Junhyuk Oh ⋅ Satinder Singh ⋅ Honglak Lee
Poster
Mon 18:30 Task-based End-to-end Model Learning in Stochastic Optimization
Priya Donti ⋅ J. Zico Kolter ⋅ Brandon Amos
Poster
Tue 18:30 Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning
Zhen He ⋅ Shaobing Gao ⋅ Liang Xiao ⋅ Daxue Liu ⋅ Hangen He ⋅ David Barber