← All authors Zachary C. Lipton Carnegie Mellon University (from arXiv:2108.09265, 2021) · ORCID · OpenAlex
15 papers in scope · 13 published · 3 on the econ.EM arXiv · 1,286 citations · h-index 11 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Matthew Cocci Ryo Inokuchi Junya Honda Masahiro Kato Takuya Ishihara Yusuke Narita Masaaki Imaizumi David Childers Shantanu Gupta Mikkel Plagborg-Møller Toru Kitagawa Nelson Matthew P. Tan Harrison H. Li Masatoshi Uehara Art B. Owen Gabriel Saco Vitor Hadad Shota Yasui Kaito Ariu Ruohan Zhan Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (2 of 15)
Moral Machine or Tyranny of the Majority?
published 2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 11 citations
with Michael Feffer, Hoda Heidari
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations
published 2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 27 citations · first circulated 2021
with Siddhant Arora, Danish Pruthi, Norman Sadeh, William W. Cohen, Graham Neubig
Modeling Attrition in Recommender Systems with Departing Bandits
published 2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 5 citations
with Omer Ben-Porat, Lee M. Cohen, Liu Leqi, Yishay Mansour, Lee S. Cohen
Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?
published 2022 · Transactions of the Association for Computational Linguistics · 55 citations · first circulated 2020
with Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, Livio Baldini Soares, Michael J. Collins, Graham Neubig, William W. Cohen
working paper 2021 · arXiv · 1 citations
Correcting Exposure Bias for Link Recommendation
published 2021 · International Conference on Machine Learning · 13 citations
Symbolic Music Generation with Transformer-GANs
published 2021 · Proceedings of the AAAI Conference on Artificial Intelligence · 61 citations
with Aashiq Muhamed, Liang Li, Xingjian Shi, Suri Yaddanapudi, Wayne Chi, Dylan Jackson, Rahul Suresh, Alex Smola
Uncertainty-Aware Lookahead Factor Models for Improved Quantitative Investing
published 2020 · International Conference on Machine Learning · 7 citations
with Lakshay Chauhan, John Alberg
working paper 2020 · arXiv · 3 citations
Learning Robust Global Representations by Penalizing Local Predictive Power
published 2019 · Neural Information Processing Systems · 278 citations
with Haohan Wang, Songwei Ge, Eric P. Xing
What is the Effect of Importance Weighting in Deep Learning
published 2019 · International Conference on Machine Learning · 114 citations · first circulated 2018
with Jonathon Byrd
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment
published 2019 · International Conference on Machine Learning · 58 citations
with Yifan Wu, Ezra Winston, Divyansh Kaushik
Troubling Trends in Machine Learning Scholarship
published 2019 · Queue · 98 citations
with Jacob Steinhardt
The Mythos of Model Interpretability
published 2018 · Communications of the ACM · 457 citations
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
published 2018 · Proceedings of the AAAI Conference on Artificial Intelligence · 98 citations · first circulated 2016
with Xiujun Li, Jianfeng Gao, Lihong Li, S. Faisal Ahmed, Li Deng, Faisal Ahmed
Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.
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