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Poster
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Tue 9:00
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Provably sample-efficient RL with side information about latent dynamics
Yao Liu · Dipendra Misra · Miro Dudik · Robert Schapire
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Poster
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Wed 9:00
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ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift
Athresh Karanam · Krishnateja Killamsetty · Harsha Kokel · Rishabh Iyer
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Poster
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Tue 14:00
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Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes
Artyom Sorokin · Nazar Buzun · Leonid Pugachev · Mikhail Burtsev
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Poster
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Thu 14:00
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Efficient learning of nonlinear prediction models with time-series privileged information
Bastian Jung · Fredrik Johansson
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Poster
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Tue 9:00
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Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning
Dilip Arumugam · Benjamin Van Roy
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Workshop
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Improving the Efficiency of the PC Algorithm by Using Model-Based Conditional Independence Tests
Erica Cai · Andrew McGregor · David Jensen
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Poster
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Efficient Multi-agent Communication via Self-supervised Information Aggregation
Cong Guan · Feng Chen · Lei Yuan · Chenghe Wang · Hao Yin · Zongzhang Zhang · Yang Yu
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Workshop
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Transfer Learning with Physics-Informed Neural Networks for Efficient Simulation of Branched Flows
Raphael Pellegrin · Blake Bullwinkel · Marios Mattheakis · Pavlos Protopapas
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Workshop
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Physics-Informed Machine Learning of Dynamical Systems for Efficient Bayesian Inference
Som Dhulipala · Yifeng Che · Michael Shields
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Workshop
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Physics-informed inference of animal movements from weather radar data
Fiona Lippert · Patrick Forré
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Poster
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Efficient Knowledge Distillation from Model Checkpoints
Chaofei Wang · Qisen Yang · Rui Huang · Shiji Song · Gao Huang
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Poster
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Wed 14:00
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Efficient coding, channel capacity, and the emergence of retinal mosaics
Na Young Jun · Greg Field · John Pearson
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