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20242026
most citedOSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization

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math.OC2026

A GPU-accelerated Nonlinear Branch-and-Bound Framework for Sparse Linear Models

Ryan Lucas, Xiang Meng, Rahul Mazumder

We study exact sparse linear regression with an penalty and develop a branch-and-bound (BnB) algorithm explicitly designed for GPU execution. Starting from a perspe…