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Wenzhi Gao

Gradient Methods with Online Scaling

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Nov 04, 2024
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OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale

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Jul 29, 2024
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OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models

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Feb 15, 2024
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Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods

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Feb 11, 2024
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Stochastic Weakly Convex Optimization Beyond Lipschitz Continuity

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Jan 25, 2024
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OptiMUS: Optimization Modeling Using mip Solvers and large language models

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Oct 09, 2023
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Pre-trained Mixed Integer Optimization through Multi-variable Cardinality Branching

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May 21, 2023
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Optimal Diagonal Preconditioning: Theory and Practice

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Sep 02, 2022
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Minibatch and Momentum Model-based Methods for Stochastic Non-smooth Non-convex Optimization

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Jun 06, 2021
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