GM
Guillaume Metzler
cs.LGcs.CLstat.MLcs.AIcs.CYstat.APstat.COstat.ME
On Valency
published · living versionsW_c6a6s9gu·v1 · currentpublished
Practical Advantages of Online Conformal Prediction for Data Streams
with Stéphane Chrétien, Maryam Hoseini-Behbahani
1 version
Preprints & journals
12 papers in the corpus · 2019–2026Practical Advantages of Online Conformal Prediction for Data Streams2610.27740v1 · St'ephane Chr'etien, Maryam Hoseini-Behbahani, Guillaume Metzler2026 · 0 citationsarXivon Valency
On the disintegration of the stochastic majority vote: From PAC-Bayesian bounds to a self-bounding algorithm2609.16803v1 · Julien Bastian, Benjamin Leblanc, Pascal Germain et al.2026 · 0 citationsarXiv
Debias-SparseGPT: Bias-Aware Pruning for Large Language Models2609.02496v1 · Irina Proskurina, Guillaume Metzler, Antoine Gourru et al.2026 · 0 citationsarXiv
MultiSigBERT: Beyond Survival Analysis through Multimodal and Sequential Modeling in Oncology2608.16972v1 · Paul Minchella, St'ephane Chr'etien, Guillaume Metzler et al.2026 · 0 citationsarXiv
PAC-Bayesian Generalization Guarantees for Fairness on Stochastic and Deterministic Classifiers2602.11722v1 · Julien Bastian, Benjamin Leblanc, Pascal Germain et al.2026 · 0 citationsarXiv
PAC-Bayesian Bounds on Constrained f-Entropic Risk Measures2510.11169v2 · Hind Atbir, Farah Cherfaoui, Guillaume Metzler et al.2025 · 0 citationsarXiv
Fair-GPTQ: Bias-Aware Quantization for Large Language Models2509.15206v4 · Irina Proskurina, Guillaume Metzler, Julien Velcin2025 · 0 citationsarXiv
SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Risk Estimation in Oncology2507.22941v1 · Paul Minchella, Loic Verlingue, St'ephane Chr'etien et al.2025 · 0 citationsarXiv
Histoires Morales: A French Dataset for Assessing Moral Alignment2501.17117v1 · Thibaud Leteno, Irina Proskurina, Antoine Gourru et al.2025 · 0 citationsarXiv
When Quantization Affects Confidence of Large Language Models?2405.00632v1 · Irina Proskurina, Luc Brun, Guillaume Metzler et al.2024 · 4 citationsarXiv
Mini Minds: Exploring Bebeshka and Zlata Baby Models2311.03216v1 · Irina Proskurina, Guillaume Metzler, Julien Velcin2023 · 1 citationarXiv
An Adjusted Nearest Neighbor Algorithm Maximizing the F-Measure from Imbalanced Data1909.00693v2 · R'emi Viola, R'emi Emonet, Amaury Habrard et al.2019 · 4 citationsarXiv
Career total: 39 works. 12 are in this corpus.
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