Willa Potosnak

3 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (10)

Conferences

AAAI (1) ICML (1) MLHC (1)

Top co-authors

Artur Dubrawski (2) Mononito Goswami (1) Chirag Nagpal (1) Nina Żukowska (1) Michał Wiliński (1)

Keywords

rule learning (1) interpretable model (1) treatment effect (1) risk prediction (1) risk stratification (1) counterfactual estimation (1) intensive care (1) survival regression (1) expertise transfer (1)

Papers

Exploring Representations and Interventions in Time Series Foundation Models ICML 2025

Robust Rule Learning for Reliable and Interpretable Insight into Expertise Transfer Opportunities AAAI 2022

auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data MLHC 2022