Talks
Differentially Private Stochastic Non-convex Optimization, Rutgers, ISE Seminar, November 2021.
Stability of SGD on Non-smooth Convex Losses and Applications to Differentially Private Stochastic Optimization, Google, Learning Theory Seminar, NYC, April 2021.
Harnessing Public Data in Privacy-Preserving Machine Learning, The Translational Data Analytics Speaker Series, OSU, March 2021.
Private Learning Assisted by Public Data, Boston University, Dec 2020.
Fast Convergence of SGD in Modern Overparameterized Machine Learning, The 6th International Conference on Continuous Optimization, Berlin, Germany, August 2019.
Private Learning with Auxiliary Public Data
Workshop on Data Science & Privacy, The Simons Institute for the Theory of Computing, April 2019. [Video]
Model-Agnostic Private Learning
Boston University, Theory Seminar, Dec. 2018.
NEURIPS (formerly known as NIPS) oral presentation, Montreal, Canada, Dec. 2018
BIRS Program on Mathematical Foundations of Data Privacy, Banff, April 2018 . [Video]
Algorithmic Stability for Adaptive Analysis
Information Theory and Applications Workshop (ITA 2016), February 2016.
UCSD, AI Seminar, November 2015.
Privacy-Preserving Statistical Analysis [Slides]
Google, Mountain View, CA, March 2015.
Yahoo! Labs, Sunnyvale, CA, February 2015.
IBM Research, Almaden, CA, February 2015.
Local, Private, Efficient Protocols for Succinct Histograms [Slides]
Information Theory and Applications (ITA) Workshop, San Diego, February 2015.
Private Convex Optimization [Slides]
FOCS 2014, Philadelphia, PA, October 2014.
Penn State, Theory Seminar, CSE Department, September 2014.
Coding for Causal Adversarial Channels: Between Shannon and Hamming [Slides]
Harvard University, CS Theory Seminar, April 2014.
SODA 2014, Portland, Oregon, January 2014 (short version).
University of California Los Angeles, CS Crypto/Theory Seminar, November 2013.
University of California San Diego, ECE Seminar, November 2013.
Coupled-Worlds Privacy: Exploiting Adversarial Uncertainty in Statistical Data Privacy [Slides]
Harvard University, Privacy Tools Group, October 2013.
Boston University, BU-Security Seminar, CS Department, October 2013.
Cornell University, CDI Project meeting, May 2013.