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PF

Philippe Formont

cs.LGcs.AIcs.CLstat.ML

On Valency

published · living versions
W_5txyfx4z·v1 · currentpublished
Timestral
with Adrien Petralia, Alexandre Gavaudan, Artjom Joosen, Etienne Goffinet +351
1 version

Preprints & journals

6 papers in the corpus · 2024–2026
MolRGen: A Training and Evaluation Setting for De Novo Molecular Generation with Reasonning Models2603.18256v2 · Philippe Formont, Maxime Darrin, Ismail Ben Ayed et al.2026 · 0 citationsarXiv
Learning Task-Agnostic Representations through Multi-Teacher Distillation2510.18680v1 · Philippe Formont, Maxime Darrin, Banafsheh Karimian et al.2025 · 0 citationsAdvances in Neural Information Processing Systems 38 (NeurIPS 2025)
Statistical Deficiency for Task Inclusion Estimation2503.05491v3 · Loic Fosse, Fr'ed'eric B'echet, Benoit Favre et al.2025 · 1 citationarXiv
Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study2502.06567v2 · Eric Aubinais, Philippe Formont, Pablo Piantanida et al.2025 · 0 citationsAISTATS 2026
When is an Embedding Model More Promising than Another?2406.07640v2 · Maxime Darrin, Philippe Formont, Ismail Ben Ayed et al.2024 · 1 citationarXiv
COSMIC\texttt{COSMIC}: Mutual Information for Task-Agnostic Summarization Evaluation2402.19457v3 · Maxime Darrin, Philippe Formont, Jackie Chi Kit Cheung et al.2024 · 0 citationsarXiv
Career total: 11 works. 6 are in this corpus.

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