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Kiran Koshy Thekumparampil

A Sinkhorn-type Algorithm for Constrained Optimal Transport

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Mar 08, 2024
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Accelerating Sinkhorn Algorithm with Sparse Newton Iterations

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Jan 20, 2024
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DPZero: Dimension-Independent and Differentially Private Zeroth-Order Optimization

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Oct 14, 2023
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Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity

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Jul 31, 2023
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Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization

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Jun 01, 2022
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Lifted Primal-Dual Method for Bilinearly Coupled Smooth Minimax Optimization

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Jan 19, 2022
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Sample Efficient Linear Meta-Learning by Alternating Minimization

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May 18, 2021
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Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method

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Oct 05, 2020
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Efficient Algorithms for Smooth Minimax Optimization

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Jul 02, 2019
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InfoGAN-CR: Disentangling Generative Adversarial Networks with Contrastive Regularizers

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Jun 14, 2019
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