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Poster
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Thu 9:00
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SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning
Jianhong Wang · Yuan Zhang · Yunjie Gu · Tae-Kyun Kim
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Poster
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Wed 14:00
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Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness
Fredrik Hellström · Giuseppe Durisi
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Poster
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Tue 9:00
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Temporally Disentangled Representation Learning
Weiran Yao · Guangyi Chen · Kun Zhang
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Poster
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Wed 14:00
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An Information-Theoretic Framework for Deep Learning
Hong Jun Jeon · Benjamin Van Roy
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Poster
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Thu 9:00
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Relational Proxies: Emergent Relationships as Fine-Grained Discriminators
ABHRA CHAUDHURI · Massimiliano Mancini · Zeynep Akata · Anjan Dutta
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Poster
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Tue 14:00
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Reinforcement Learning with Logarithmic Regret and Policy Switches
Grigoris Velegkas · Zhuoran Yang · Amin Karbasi
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Affinity Workshop
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Digging into the (Internet) Archive: Examining the NSFW Model Behind the 2018 Tumblr Purge
Renata Barreto · Claudia Von Vacano · Aaron Culich
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Poster
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Wed 9:00
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Generalization Analysis on Learning with a Concurrent Verifier
Masaaki Nishino · Kengo Nakamura · Norihito Yasuda
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Workshop
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Spectrum Guided Topology Augmentation for Graph Contrastive Learning
Lu Lin · Jinghui Chen · Hongning Wang
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Poster
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Tue 14:00
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EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization
Laurent Condat · Kai Yi · Peter Richtarik
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Poster
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Wed 14:00
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Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks
Blake Bordelon · Cengiz Pehlevan
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Affinity Workshop
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Enhancing Epidemiological Surveillance Systems Using Dynamic Modeling: A Scoping Review
ADEGBOYEGA ADEBAYO
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