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Poster
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Wed 14:00
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Decision Trees with Short Explainable Rules
Victor Feitosa Souza · Ferdinando Cicalese · Eduardo Laber · Marco Molinaro
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Poster
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Wed 9:00
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Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
Steffen Schotthöfer · Emanuele Zangrando · Jonas Kusch · Gianluca Ceruti · Francesco Tudisco
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Poster
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Tue 14:00
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Confident Approximate Policy Iteration for Efficient Local Planning in qπ-realizable MDPs
Gellért Weisz · András György · Tadashi Kozuno · Csaba Szepesvari
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Poster
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Thu 14:00
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PAC Prediction Sets for Meta-Learning
Sangdon Park · Edgar Dobriban · Insup Lee · Osbert Bastani
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Poster
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Thu 14:00
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Provably Efficient Model-Free Constrained RL with Linear Function Approximation
Arnob Ghosh · Xingyu Zhou · Ness Shroff
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Poster
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Tue 14:00
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Neural Approximation of Graph Topological Features
Zuoyu Yan · Tengfei Ma · Liangcai Gao · Zhi Tang · Yusu Wang · Chao Chen
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Poster
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Wed 14:00
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A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences
Han Shen · Tianyi Chen
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Poster
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Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks
Tao Sun · Dongsheng Li · Bao Wang
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Poster
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Tue 9:00
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Learning Consistency-Aware Unsigned Distance Functions Progressively from Raw Point Clouds
Junsheng Zhou · Baorui Ma · Yu-Shen Liu · Yi Fang · Zhizhong Han
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Poster
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Thu 9:00
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Positively Weighted Kernel Quadrature via Subsampling
Satoshi Hayakawa · Harald Oberhauser · Terry Lyons
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Poster
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Wed 9:00
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Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers
Ganchao Wei · Ian H Stevenson · Xiaojing Wang
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Poster
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Thu 9:00
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On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
Washim Mondal · Mridul Agarwal · Vaneet Aggarwal · Satish Ukkusuri
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