conftrace_

Lars van der Laan

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12)

Conferences

ICML (2) CLEAR (1) NIPS (1)

Top co-authors

Alex Luedtke (2) Marco Carone (2) Ernesto Ulloa-Perez (1) Ziming Lin (1) Ahmed M. Alaa (1) Ahmed Alaa (1)

Keywords

causal inference (1) conformal prediction (1) uncertainty quantification (1) model calibration (1) propensity score (1) prediction interval (1) heterogeneous treatment effect (1) outcome regression (1) doubly robust (1) isotonic calibration (1) venn-abers calibration (1)

Papers

Stabilized Inverse Probability Weighting via Isotonic Calibration CLEAR 2025 Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction ICML 2025 Self-Calibrating Conformal Prediction NIPS 2024 Causal Isotonic Calibration for Heterogeneous Treatment Effects ICML 2023