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Bistra Dilkina

Multi-task Representation Learning for Mixed Integer Linear Programming

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Dec 18, 2024
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Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problem

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Dec 18, 2024
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RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents

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Jun 17, 2024
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Distributional MIPLIB: a Multi-Domain Library for Advancing ML-Guided MILP Methods

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Jun 11, 2024
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MARL-LNS: Cooperative Multi-agent Reinforcement Learning via Large Neighborhoods Search

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Apr 03, 2024
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Application-Driven Innovation in Machine Learning

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Mar 26, 2024
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Learning Backdoors for Mixed Integer Programs with Contrastive Learning

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Jan 19, 2024
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Why Solving Multi-agent Path Finding with Large Language Model has not Succeeded Yet

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Jan 08, 2024
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Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search

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Jan 01, 2024
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Learning Lagrangian Multipliers for the Travelling Salesman Problem

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Dec 22, 2023
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