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Volkan Cevher

Efficient Continual Finite-Sum Minimization

Jun 07, 2024
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High-Dimensional Kernel Methods under Covariate Shift: Data-Dependent Implicit Regularization

Jun 05, 2024
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Going beyond compositional generalization, DDPMs can produce zero-shot interpolation

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May 29, 2024
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HeNCler: Node Clustering in Heterophilous Graphs through Learned Asymmetric Similarity

May 27, 2024
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Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces

May 24, 2024
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Revisiting character-level adversarial attacks

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May 07, 2024
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Imitation Learning in Discounted Linear MDPs without exploration assumptions

May 03, 2024
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Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networks

Apr 29, 2024
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Robust NAS under adversarial training: benchmark, theory, and beyond

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Mar 19, 2024
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Generalization of Scaled Deep ResNets in the Mean-Field Regime

Mar 14, 2024
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