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Sebastian Pokutta

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On the Byzantine-Resilience of Distillation-Based Federated Learning

Feb 19, 2024
Christophe Roux, Max Zimmer, Sebastian Pokutta

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PERP: Rethinking the Prune-Retrain Paradigm in the Era of LLMs

Dec 23, 2023
Max Zimmer, Megi Andoni, Christoph Spiegel, Sebastian Pokutta

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Group-wise Sparse and Explainable Adversarial Attacks

Nov 29, 2023
Shpresim Sadiku, Moritz Wagner, Sebastian Pokutta

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Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging

Jun 29, 2023
Max Zimmer, Christoph Spiegel, Sebastian Pokutta

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Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties

May 25, 2023
David Martínez-Rubio, Christophe Roux, Christopher Criscitiello, Sebastian Pokutta

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Online Learning for Scheduling MIP Heuristics

Apr 04, 2023
Antonia Chmiela, Ambros Gleixner, Pawel Lichocki, Sebastian Pokutta

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Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties

Nov 26, 2022
David Martínez-Rubio, Sebastian Pokutta

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Convex integer optimization with Frank-Wolfe methods

Aug 26, 2022
Deborah Hendrych, Hannah Troppens, Mathieu Besançon, Sebastian Pokutta

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Approximate Vanishing Ideal Computations at Scale

Jul 04, 2022
Elias Wirth, Hiroshi Kera, Sebastian Pokutta

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