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Workshop
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Fri 7:15
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Asynchronous Optimization: Delays, Stability, and the Impact of Data Heterogeneity - Q&A
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Poster
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Thu 9:00
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Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation
Yang Ni
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Poster
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Tue 9:00
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Distributionally Robust Optimization with Data Geometry
Jiashuo Liu · Jiayun Wu · Bo Li · Peng Cui
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Workshop
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Learning Canonical Cellular Environments from Spatial Transcriptomic Data via Optimal Transport
Shouvik Mani · Doron Haviv · Dana Peer
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Workshop
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Optimal Behavior Prior: Data-Efficient Human Models for Improved Human-AI Collaboration
Mesut Yang · Micah Carroll · Anca Dragan
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Poster
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Tue 9:00
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Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
Abhishek Roy · Krishnakumar Balasubramanian · Saeed Ghadimi
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Workshop
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SCOOTR: Single-Cell Multimodal Data Integration with Contrastive Learning and Optimal Transport
Federico Gossi · Pushpak Pati · Adriano Martinelli · Maria Anna Rapsomaniki
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Poster
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Thu 14:00
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Optimal Gradient Sliding and its Application to Optimal Distributed Optimization Under Similarity
Dmitry Kovalev · Aleksandr Beznosikov · Ekaterina Borodich · Alexander Gasnikov · Gesualdo Scutari
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Poster
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Thu 14:00
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Off-Policy Evaluation with Policy-Dependent Optimization Response
Wenshuo Guo · Michael Jordan · Angela Zhou
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Poster
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Tue 9:00
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On Optimal Learning Under Targeted Data Poisoning
Steve Hanneke · Amin Karbasi · Mohammad Mahmoody · Idan Mehalel · Shay Moran
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Poster
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Tue 14:00
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Near-Optimal Collaborative Learning in Bandits
Clémence Réda · Sattar Vakili · Emilie Kaufmann
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Poster
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Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning
Tomoya Murata · Taiji Suzuki
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