CR
Christophe Roux
cs.LGmath.OCcs.AIstat.ML
On Valency
published · living versionsW_wy58webf·v1 · currentpublished
The KV-Surgeon: Compensation-Aware Offline KV-Cache Compaction
with Moritz Wagner, Max Zimmer, Sebastian Pokutta
1 version
Preprints & journals
7 papers in the corpus · 2023–2026The KV-Surgeon: Compensation-Aware Offline KV-Cache Compaction2610.25933v1 · Moritz Wagner, Christophe Roux, Max Zimmer et al.2026 · 0 citationsarXivon Valency
LinearPFN: Amortized Variable Selection for Linear Models with Interactions2610.06580v1 · Louis Schiekiera, Max Zimmer, Christophe Roux et al.2026 · 0 citationsarXiv
SparseSwaps: Tractable LLM Pruning Mask Refinement at Scale2512.10922v2 · Max Zimmer, Christophe Roux, Moritz Wagner et al.2025 · 0 citationsarXiv
Don't Be Greedy, Just Relax! Pruning LLMs via Frank-Wolfe2510.13713v1 · Christophe Roux, Max Zimmer, Alexandre d'Aspremont et al.2025 · 0 citationsarXiv
Implicit Riemannian Optimism with Applications to Min-Max Problems2501.18381v1 · Christophe Roux, David Mart'inez-Rubio, Sebastian Pokutta2025 · 0 citationsarXiv
Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point2403.10429v1 · David Mart'inez-Rubio, Christophe Roux, Sebastian Pokutta2024 · 0 citationsarXiv
Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties2305.16186v2 · David Mart'inez-Rubio, Christophe Roux, Christopher Criscitiello et al.2023 · 1 citationarXiv
Career total: 38 works. 7 are in this corpus.
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