Semenova, Lesia

6 publications

NeurIPS 2025 ElliCE: Efficient and Provably Robust Algorithmic Recourse via the Rashomon Sets Bohdan Turbal, Iryna Voitsitska, Lesia Semenova

NeurIPS 2025 The Rashomon Set Has It All: Analyzing Trustworthiness of Trees Under Multiplicity Ethan Hsu, Tony Cao, Lesia Semenova, Chudi Zhong

ICML 2024 Position: Amazing Things Come from Having Many Good Models Cynthia Rudin, Chudi Zhong, Lesia Semenova, Margo Seltzer, Ronald Parr, Jiachang Liu, Srikar Katta, Jon Donnelly, Harry Chen, Zachery Boner

NeurIPS 2024 Using Noise to Infer Aspects of Simplicity Without Learning Zachery Boner, Harry Chen, Lesia Semenova, Ronald Parr, Cynthia Rudin

NeurIPS 2023 A Path to Simpler Models Starts with Noise Lesia Semenova, Harry Chen, Ronald Parr, Cynthia Rudin

NeurIPSW 2022 Moving Towards a More Equal World, One Ride at a Time: Studying Public Transportation Initiatives Using Interpretable Causal Inference Gaurav Rajesh Parikh, Albert Sun, Jenny Huang, Lesia Semenova, Cynthia Rudin