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09/13/2023
Asynchronous Collective Tree Exploration by Tree-Mining
We investigate the problem of collaborative tree exploration with comple...
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01/30/2023
Breadth-First Depth-Next: Optimal Collaborative Exploration of Trees with Low Diameter
We consider the problem of collaborative tree exploration posed by Fraig...
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06/16/2022
Gradient Descent for Low-Rank Functions
Several recent empirical studies demonstrate that important machine lear...
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01/21/2022
Universal Online Learning with Unbounded Losses: Memory Is All You Need
We resolve an open problem of Hanneke on the subject of universally cons...
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12/29/2021
Universal Online Learning with Bounded Loss: Reduction to Binary Classification
We study universal consistency of non-i.i.d. processes in the context of...
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02/19/2021
Approximating the Log-Partition Function
Variational approximation, such as mean-field (MF) and tree-reweighted (...
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06/13/2020
