Lesia Semenova

Interpretable machine learning: Fundamental principles and 10 grand challenges

Cynthia Rudin, Chaofan Chen, Zhi Chen et al. · Statistics Surveys · 2022 · 784 citations · Full text

Artificial Intelligence, Reasoning, Interpretable Machine Learning +13

On the Existence of Simpler Machine Learning Models

Lesia Semenova, Cynthia Rudin, Ronald Parr · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 57 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

A study in Rashomon curves and volumes: A new perspective on generalization and model simplicity in machine learning

Lesia Semenova, Cynthia Rudin · arXiv (Cornell University) · 2019 · 53 citations · Full text

Neural Scaling Law, Engineering, Machine Learning +14

Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges

Cynthia Rudin, Chaofan Chen, Zhi Chen et al. · arXiv (Cornell University) · 2021 · 18 citations · Full text

Artificial Intelligence, Interpretable Machine Learning, Engineering +12

Impact of Cannabis Use on Immune Cell Populations and the Viral Reservoir in People With HIV on Suppressive Antiretroviral Therapy

Shane D. Falcinelli, Alicia D. Volkheimer, Lesia Semenova et al. · The Journal of Infectious Diseases · 2023 · 13 citations · Full text