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Workshop
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Fri 19:00
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Sample Complexity Bounds for Estimating the Wasserstein Distance under Invariances
Behrooz Tahmasebi · Stefanie Jegelka
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Workshop
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Fri 19:00
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The Exact Sample Complexity Gain from Invariances for Kernel Regression
Behrooz Tahmasebi · Stefanie Jegelka
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Workshop
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Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Markov Chains
Yilong Qin · Andrej Risteski
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Poster
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Thu 13:30
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Sample Complexity of Probability Divergences under Group Symmetry
Ziyu Chen · Markos Katsoulakis · Luc Rey-Bellet · Wei Zhu
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Poster
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Thu 16:30
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Sample Complexity Bounds for Learning High-dimensional Simplices in Noisy Regimes
seyed amir saberi · Amir Najafi · Abolfazl Motahari · Babak Khalaj
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Workshop
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Analyzing the Sample Complexity of Model-Free Opponent Shaping
Kitty Fung · Qizhen Zhang · Christopher Lu · Timon Willi · Jakob Foerster
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Workshop
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Sample Complexity of Hierarchical Decompositions in Markov Decision Processes
Arnaud Robert · Ciara Pike-Burke · Aldo Faisal
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Poster
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Thu 13:30
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Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning
Zhuqing Liu · Xin Zhang · Prashant Khanduri · Songtao Lu · Jia Liu
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Poster
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Wed 17:00
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Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies
Ilyas Fatkhullin · Anas Barakat · Anastasia Kireeva · Niao He
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Workshop
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Provable benefits of score matching
Chirag Pabbaraju · Dhruv Rohatgi · Anish Sevekari · Holden Lee · Ankur Moitra · Andrej Risteski
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