Liu Leqi, PhD Student
https://www.cs.cmu.edu/~leqil/
PhD student at MLD. Research interests include causality and human-centric problems in ML.
Research Interests: Human-aligned ML, Causality, Decision-making
Publications
Rebounding Bandits for Modeling Satiation Effects
Liu Leqi, Fatma Kilinc-Karzan, Zachary Lipton, Alan Montgomery
Neurips Workshop on Consequential Decisions in Dynamic Environments, 2020Uniform Convergence of Rank-weighted Learning
Justin Khim, Liu Leqi, Adarsh Prasad, Pradeep Ravikumar
International Conference on Machine Learning (ICML), 2020Automated Dependence Plots
David I. Inouye, Liu Leqi, Joon Sik Kim, Bryon Aragam, Pradeep Ravikumar
Uncertainty in Artificial Intelligence (UAI), 2020On Human-Aligned Risk Minimization
Liu Leqi, Adarsh Prasad, Pradeep Ravikumar
Advances in Neural Information Processing Systems (NeurIPS), 2019Game Design for Eliciting Distinguishable Behavior
Fan Yang, Liu Leqi, Yifan Wu, Zachary Lipton, Pradeep Ravikumar, William Cohen, Tom Mitchell
Advances in Neural Information Processing Systems (NeurIPS), 2019