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Tesi Xiao

HyperDPO: Hypernetwork-based Multi-Objective Fine-Tuning Framework

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Oct 10, 2024
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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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Multi-Objective Optimization via Wasserstein-Fisher-Rao Gradient Flow

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Nov 22, 2023
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Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions

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Jun 21, 2023
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A One-Sample Decentralized Proximal Algorithm for Non-Convex Stochastic Composite Optimization

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Feb 20, 2023
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Field-wise Embedding Size Search via Structural Hard Auxiliary Mask Pruning for Click-Through Rate Prediction

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Aug 17, 2022
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A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization

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Feb 13, 2022
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Statistical Inference for Polyak-Ruppert Averaged Zeroth-order Stochastic Gradient Algorithm

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Feb 11, 2021
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Improved Complexities for Stochastic Conditional Gradient Methods under Interpolation-like Conditions

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Jun 15, 2020
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