Shai Feldman

5 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

JMLR (2) NeurIPS (2) ICLR (1)

Top co-authors

Yaniv Romano (5) Stephen Bates (3) Anastasios N. Angelopoulos (1) Bat-Sheva Einbinder (1) Gil Shamai (1) Ron Kimmel (1) Asaf Gendler (1) Hen Davidov (1)

Research topics

Machine Learning (5) Core Methods (5) Optimization & Theory (3) Application Areas (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Learning Types (1) Models (1) Optimization (1)

Keywords

conformal prediction (4) coverage guarantee (2) quantile regression (2) label noise (1) survival analysis (1) distribution shift (1) privileged information (1) generative model (1) prediction set (1) prediction interval (1) conditional coverage (1) predictive uncertainty (1) risk control (1) miscoverage indicator (1) predictive region (1) risk controlling (1) right-censored data (1) representation learning (1) miscoverage event (1) uncertainty quantification (1)

Papers

Conformalized Survival Analysis for General Right-Censored Data ICLR 2025 Label Noise Robustness of Conformal Prediction JMLR 2024 Robust Conformal Prediction Using Privileged Information NeurIPS 2024 Calibrated Multiple-Output Quantile Regression with Representation Learning JMLR 2023 Improving Conditional Coverage via Orthogonal Quantile Regression NeurIPS 2021