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Kaiyi Ji

Enhancing Diffusion Posterior Sampling for Inverse Problems by Integrating Crafted Measurements

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Nov 15, 2024
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Meta-Learning with Heterogeneous Tasks

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Oct 24, 2024
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Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis

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Oct 07, 2024
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Why Fine-Tuning Struggles with Forgetting in Machine Unlearning? Theoretical Insights and a Remedial Approach

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Oct 04, 2024
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Imperative Learning: A Self-supervised Neural-Symbolic Learning Framework for Robot Autonomy

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Jun 23, 2024
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On the Convergence of Multi-objective Optimization under Generalized Smoothness

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May 29, 2024
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Understanding Forgetting in Continual Learning with Linear Regression

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May 27, 2024
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Finite-Time Analysis for Conflict-Avoidant Multi-Task Reinforcement Learning

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May 25, 2024
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Fair Resource Allocation in Multi-Task Learning

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Feb 23, 2024
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Discriminative Adversarial Unlearning

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Feb 13, 2024
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