conftrace_

Victor Dheur

4 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13)

Conferences

ICML (3) AISTATS (1)

Top co-authors

Souhaib Ben Taieb (4) Matteo Fontana (1) Maxim Panov (1) Vincent Plassier (1) Mohsen Guizani (1) Yorick Estievenart (1) Eric Moulines (1) Naomi Desobry (1) Alexander Fishkov (1)

Keywords

neural network regression (2) probabilistic calibration (2) conformal prediction (1) uncertainty quantification (1) predictive distribution (1) quantile recalibration (1)

Papers

A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression ICML 2025 Rectifying Conformity Scores for Better Conditional Coverage ICML 2025 Probabilistic Calibration by Design for Neural Network Regression AISTATS 2024 A Large-Scale Study of Probabilistic Calibration in Neural Network Regression ICML 2023