3.6k citations
- Université Paris-SaclayFR516 papers
- Centre National de la Recherche ScientifiqueFR456 papers
- Laboratoire des signaux et systèmesFR172 papers
- Université Paris-SudFR86 papers
- SupélecFR79 papers
- Institut national de recherche en sciences et technologies du numériqueFR72 papers
- Mathématiques et Informatique pour la Complexité et les Systèmes57 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR52 papers
- Université de LorraineFR43 papers
- École Centrale ParisFR37 papers
- Sorbonne UniversitéFR37 papers
- CEA Paris-SaclayFR28 papers
Showing 2026 · cs.LGShow all
3 papers · 2 filters
cs.LG2026
CutClean: Neural Network Pruning for Privacy-Preserving Inference
Leonardo Magliolo, Vito Paolo Pastore, Giuseppe Valenzise +1
Neural networks are increasingly deployed in high-stakes applications with growing privacy leakage concerns. We show that this privacy leakage can occur even in the absence of repr…
cs.LG2026
Self-Pruned Key-Value Attention: Learning When to Write by Predicting Future Utility
Gergely Szilvasy, Manuel Faysse, Maria Lomeli +5
Under modern test-time compute and agentic paradigms, language models process ever-longer sequences. Efficient text generation with transformer architectures is increasingly constr…
cs.LG2026
Constrained Online Convex Optimization with Memory and Predictions
Mohammed Abdullah, George Iosifidis, Salah Eddine Elayoubi +1
We study Constrained Online Convex Optimization with Memory (COCO-M), where both the loss and the constraints depend on a finite window of past decisions made by the learner. This…