Potosnak, Willa

10 publications

ICML 2025 Exploring Representations and Interventions in Time Series Foundation Models Michał Wiliński, Mononito Goswami, Willa Potosnak, Nina Żukowska, Artur Dubrawski

CHIL 2025 Global Deep Forecasting with Patient-Specific Pharmacokinetics Willa Potosnak, Cristian Ignacio Challu, Kin G. Olivares, Keith A Dufendach, Artur Dubrawski

NeurIPSW 2024 Implicit Reasoning in Deep Time Series Forecasting Willa Potosnak, Cristian Ignacio Challu, Mononito Goswami, Michał Wiliński, Nina Żukowska, Artur Dubrawski

NeurIPSW 2024 Implicit Reasoning in Deep Time Series Forecasting Willa Potosnak, Cristian Ignacio Challu, Mononito Goswami, Michał Wiliński, Nina Żukowska, Artur Dubrawski

NeurIPSW 2024 Towards Long-Context Time Series Foundation Models Nina Żukowska, Mononito Goswami, Michał Wiliński, Willa Potosnak, Artur Dubrawski

NeurIPSW 2024 Towards Long-Context Time Series Foundation Models with a Handful of Additional Parameters Nina Żukowska, Mononito Goswami, Michał Wiliński, Willa Potosnak, Artur Dubrawski

NeurIPSW 2024 Unveiling and Manipulating Concepts in Time Series Foundation Models Michał Wiliński, Mononito Goswami, Nina Żukowska, Willa Potosnak, Artur Dubrawski

NeurIPSW 2024 Unveiling and Manipulating Concepts in Time Series Foundation Models Michał Wiliński, Mononito Goswami, Nina Żukowska, Willa Potosnak, Artur Dubrawski

MLHC 2022 Auton-Survival: An Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data Chirag Nagpal, Willa Potosnak, Artur Dubrawski

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