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Simon Lacoste-Julien

DIRO, MILA

Cooper: A Library for Constrained Optimization in Deep Learning

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Apr 01, 2025
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Feasible Learning

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Jan 24, 2025
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Tight Lower Bounds and Improved Convergence in Performative Prediction

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Dec 04, 2024
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Understanding Adam Requires Better Rotation Dependent Assumptions

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Oct 25, 2024
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Accelerating Training with Neuron Interaction and Nowcasting Networks

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Sep 06, 2024
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Performative Prediction on Games and Mechanism Design

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Aug 09, 2024
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On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization

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Jun 07, 2024
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Nonparametric Partial Disentanglement via Mechanism Sparsity: Sparse Actions, Interventions and Sparse Temporal Dependencies

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Jan 10, 2024
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Weight-Sharing Regularization

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Nov 06, 2023
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Balancing Act: Constraining Disparate Impact in Sparse Models

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Oct 31, 2023
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