Travis Dick
University of Pennsylvania
H-index: 15
North America-United States
Top articles of Travis Dick
Learning to branch: Generalization guarantees and limits of data-independent discretization
Journal of the ACM
2023
Maria-Florina Balcan
H-Index: 37
Travis Dick
H-Index: 11
Tuomas Sandholm
H-Index: 47
Ellen Vitercik
H-Index: 9
Easy learning from label proportions
Advances in Neural Information Processing Systems
2024/2/13
Heejin Choi
H-Index: 11
Travis Dick
H-Index: 11
Better Private Linear Regression Through Better Private Feature Selection
Advances in Neural Information Processing Systems
2024/2/13
Travis Dick
H-Index: 11
Subset-based instance optimality in private estimation
2023/7/3
Travis Dick
H-Index: 11
Ziteng Sun
H-Index: 9
Measuring re-identification risk
Proceedings of the ACM on Management of Data
2023/6/20
Reply to Sanchéz et al.: Multiplicity does not protect privacy
Proceedings of the National Academy of Sciences
2023/5/2
Confidence-ranked reconstruction of census microdata from published statistics
Proceedings of the National Academy of Sciences
2023/2/21
A Unified Analysis of Label Inference Attacks
2023/12/12
Travis Dick
H-Index: 11
A new Framework for Measuring Re-Identification Risk
2023/12/12
Learning-augmented private algorithms for multiple quantile release
2023/7/3
Travis Dick
H-Index: 11
Private algorithms with private predictions
arXiv preprint arXiv:2210.11222
2022/10
Travis Dick
H-Index: 11
Algorithms and learning for fair portfolio design
2021/7/18
How much data is sufficient to learn high-performing algorithms? generalization guarantees for data-driven algorithm design
2021/6/15
Maria-Florina Balcan
H-Index: 37
Travis Dick
H-Index: 11
Tuomas Sandholm
H-Index: 47
Ellen Vitercik
H-Index: 9
Scalable and provably accurate algorithms for differentially private distributed decision tree learning
2020/12/19
Semi-bandit optimization in the dispersed setting
2020/8/27
Learning piecewise Lipschitz functions in changing environments
2020/6/3
Maria-Florina Balcan
H-Index: 37
Travis Dick
H-Index: 11
Random Smoothing Might be Unable to Certify Robustness for High-Dimensional Images
Journal of machine learning research
2020
