22 Results

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