Preprints
Samplable Anonymous Aggregation for Private Federated Data Analysis
Kunal Talwar, Shan Wang, AM, Vojta Jina, Vitaly Feldman, Bailey Basile, Aine Cahill, Yi Sheng Chan, Mike Chatzidakis, Junye Chen, Oliver Chick, Mona Chitnis, Suman Ganta, Yusuf Goren, Filip Granqvist, Kristine Guo, Frederic Jacobs, Omid Javidbakht, Albert Liu, Richard Low, Dan Mascenik, Steve Myers, David Park, Wonhee Park, Gianni Parsa, Tommy Pauly, Christian Priebe, Rehan Rishi, Guy Rothblum, Michael Scaria, Linmao Song, Congzheng Song, Karl Tarbe, Sebastian Vogt, Luke Winstrom, Shundong Zhou
Private Federated Statistics in an Interactive Setting
AM, Omid Javidbakht, Kunal Talwar, Elliot Briggs, Mike Chatzidakis, Junye Chen, John Duchi, Vitaly Feldman, Yusuf Goren, Michael Hesse, Vojta Jina, Anil Katti, Albert Liu, Cheney Lyford, Joey Meyer, Alex Palmer, David Park, Wonhee Park, Gianni Parsa, Paul Pelzl, Rehan Rishi, Congzheng Song, Shan Wang, Shundong Zhou
Instance-Optimal Differentially Private Estimation
AM, Adam Smith and Jon Ullman, In submission
Publications
Differentially Private Heavy Hitter Detection using Federated Analytics
Karan Chadha, Junye Chen, John Duchi, Vitaly Feldman, Hanieh Hashemi, Omid Javidbakht, Audra McMillan, Kunal Talwar, TPDP 2023
Mean Estimation with User-level Privacy under Data Heterogeneity
Rachel Cummings, Vitaly Feldman, AM, and Kunal Talwar, Neurips 2022
Controlling Privacy Loss in Sampling Schemes
Mark Bun, Joerg Drechsler, Marco Gaboardi, AM and Jayshree Sarathy, FORC 2022
Stronger Privacy Amplification by Shuffling for Rényi and Approximate Differential Privacy
Vitaly Feldman, AM, and Kunal Talwar, SODA 2023
Non-parametric Differentially Private Confidence Intervals for the Median
Joerg Drechsler, Ira Globus-Harris, AM, Jayshree Sarathy, Adam Smith, Journal of Survey Statistics and Methodology 2022
Daniel Alabi, AM, Jayshree Sarathy, Adam Smith and Salil Vadhan, PETS 2022.
Vitaly Feldman, AM and Kunal Talwar, FOCS 2021.
Clément L. Canonne, Gautam Kamath, AM, Jonathan Ullman, and Lydia Zakynthinou, Neurips 2020 (Spotlight)
Jacob Abernethy, Young Hun Jung, Chansoo Lee, AM, Ambuj Tewari, Neurips 2019 (Spotlight).
Clément L. Canonne, Gautam Kamath, AM, Adam Smith, and Jonathan Ullman. STOC 2019.
Anna Gilbert and AM, CISS 2018.
AM and Adam Smith, Information and Inference 2017.
AM, Involve 2012.