List of works - Zachary Lipton

A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits

scientific article published on 20 April 2023

A Unified View of Label Shift Estimation ⬇️

scientific article published in November 2020

Algorithmic Fairness and the Situated Dynamics of Justice

scientific article published in 2021

An Open Repository of Real-Time COVID-19 Indicators

preprint dated 16 July 2021

An open repository of real-time COVID-19 indicators

scientific article published on 21 December 2021

Born Again Neural Networks ⬇️

scholarly article published December 2017

Differential Privacy and Machine Learning: a Survey and Review ⬇️

article

Does mitigating ML's impact disparity require treatment disparity? ⬇️

Estimating brain age based on a uniform healthy population with deep learning and structural magnetic resonance imaging

scientific article published on 06 March 2020

Estimation of Saxophone Control Parameters by Convex Optimization

Extracting Structured Data from Physician-Patient Conversations by Predicting Noteworthy Utterances

scientific article published on 3 November 2020

Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift ⬇️

Game Design for Eliciting Distinguishable Behavior ⬇️

Learning Robust Global Representations by Penalizing Local Predictive Power ⬇️

Optimal Thresholding of Classifiers to Maximize F1 Measure

scientific article published on 01 January 2014

Predicting Mortality in Liver Transplant Candidates