Elad Yom-Tov

3 papers · 2018–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICML (2) AISTATS (1)

Top co-authors

Sivan Sabato (2) Nir Rosenfeld (1) Yishay Mansour (1) Eran Treister (1)

Keywords

uncertainty quantification (1) pac learning (1) discriminative learning (1) classification accuracy (1) prediction interval (1) equalized odd (1) finite-sample guarantee (1) classifier fairness (1) fairness measurement (1) pac-style guarantee (1) population statistics (1) discrepancy bound (1)

Papers

Disparate Conditional Prediction in Multiclass Classifiers ICML 2025

Bounding the fairness and accuracy of classifiers from population statistics ICML 2020

Discriminative Learning of Prediction Intervals AISTATS 2018