Andrew, Galen

10 publications

ICLR 2024 One-Shot Empirical Privacy Estimation for Federated Learning Galen Andrew, Peter Kairouz, Sewoong Oh, Alina Oprea, Hugh Brendan McMahan, Vinith Menon Suriyakumar

NeurIPSW 2023 One-Shot Empirical Privacy Estimation for Federated Learning Galen Andrew, Peter Kairouz, Sewoong Oh, Alina Oprea, Hugh McMahan, Vinith Suriyakumar

NeurIPS 2023 Unleashing the Power of Randomization in Auditing Differentially Private ML Krishna Pillutla, Galen Andrew, Peter Kairouz, H. Brendan McMahan, Alina Oprea, Sewoong Oh

ICMLW 2023 Unleashing the Power of Randomization in Auditing Differentially Private ML Krishna Pillutla, Galen Andrew, Peter Kairouz, Hugh Brendan McMahan, Alina Oprea, Sewoong Oh

NeurIPS 2021 Differentially Private Learning with Adaptive Clipping Galen Andrew, Om Thakkar, Brendan McMahan, Swaroop Ramaswamy

NeurIPS 2015 Interactive Control of Diverse Complex Characters with Neural Networks Igor Mordatch, Kendall Lowrey, Galen Andrew, Zoran Popovic, Emanuel V. Todorov

ICML 2013 Deep Canonical Correlation Analysis Galen Andrew, Raman Arora, Jeff Bilmes, Karen Livescu

AISTATS 2012 Memory-Efficient Inference in Dynamic Graphical Models Using Multiple Cores Galen Andrew, Jeff Bilmes

ICML 2007 Scalable Training of L1-Regularized Log-Linear Models Galen Andrew, Jianfeng Gao

IJCAI 2003 A Portfolio Approach to Algorithm Selection Kevin Leyton-Brown, Eugene Nudelman, Galen Andrew, Jim McFadden, Yoav Shoham