Dwork, Cynthia

11 publications

COLT 2025 From Fairness to Infinity: Outcome-Indistinguishable (Omni)Prediction in Evolving Graphs Cynthia Dwork, Chris Hays, Nicole Immorlica, Juan C. Perdomo, Pranay Tankala

NeurIPS 2025 How Many Domains Suffice for Domain Generalization? a Tight Characterization via the Domain Shattering Dimension Cynthia Dwork, Lunjia Hu, Han Shao

NeurIPS 2024 Order-Independence Without Fine Tuning Reid McIlroy-Young, Katrina Brown, Conlan Olson, Linjun Zhang, Cynthia Dwork

COLT 2023 From Pseudorandomness to Multi-Group Fairness and Back Cynthia Dwork, Daniel Lee, Huijia Lin, Pranay Tankala

ALT 2022 Beyond Bernoulli: Generating Random Outcomes That Cannot Be Distinguished from Nature Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona

ICLR 2021 Private Post-GAN Boosting Marcel Neunhoeffer, Steven Wu, Cynthia Dwork

ICML 2020 Interpreting Robust Optimization via Adversarial Influence Functions Zhun Deng, Cynthia Dwork, Jialiang Wang, Linjun Zhang

COLT 2018 Privacy-Preserving Prediction Cynthia Dwork, Vitaly Feldman

NeurIPS 2015 Generalization in Adaptive Data Analysis and Holdout Reuse Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toni Pitassi, Omer Reingold, Aaron Roth

ICML 2013 Learning Fair Representations Rich Zemel, Yu Wu, Kevin Swersky, Toni Pitassi, Cynthia Dwork

UAI 2005 On Privacy-Preserving Histograms Shuchi Chawla, Cynthia Dwork, Frank McSherry, Kunal Talwar