Galen Andrew

Researcher, Google

Joined

July 2019

Names

Galen Andrew

Emails

****@google.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Google (google.com)

2016 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

differential privacy

2018 – Present

federated learning

2016 – Present

Publications

One-shot Empirical Privacy Estimation for Federated Learning
Galen Andrew, Peter Kairouz, Sewoong Oh, Alina Oprea, Hugh McMahan, Vinith Suriyakumar
- FL@FM-NeurIPS’23 Oral
- Readers: Everyone
One-shot Empirical Privacy Estimation for Federated Learning
Galen Andrew, Peter Kairouz, Sewoong Oh, Alina Oprea, Hugh Brendan McMahan, Vinith Menon Suriyakumar
- ICLR 2024 oral
- Readers: Everyone
Unleashing the Power of Randomization in Auditing Differentially Private ML
Krishna Pillutla, Galen Andrew, Peter Kairouz, Hugh Brendan McMahan, Alina Oprea, Sewoong Oh
- FL-ICML 2023
- Readers: Everyone
Unleashing the Power of Randomization in Auditing Differentially Private ML
Krishna Pillutla, Galen Andrew, Peter Kairouz, Hugh Brendan McMahan, Alina Oprea, Sewoong Oh
- NeurIPS 2023 poster
- Readers: Everyone
Differentially Private Learning with Adaptive Clipping
Galen Andrew, Om Thakkar, Hugh Brendan McMahan, Swaroop Ramaswamy
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Interactive Control of Diverse Complex Characters with Neural Networks
Igor Mordatch, Kendall Lowrey, Galen Andrew, Zoran Popovic, Emanuel Todorov
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone
Deep Canonical Correlation Analysis
Galen Andrew, Raman Arora, Jeff A. Bilmes, Karen Livescu
- 2013 (modified: 11 Nov 2022)
- ICML (3) 2013
- Readers: Everyone
A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing
Jianfeng Gao, Galen Andrew, Mark Johnson, Kristina Toutanova
- 2007 (modified: 13 Nov 2022)
- ACL 2007
- Readers: Everyone
Scalable training of L
Galen Andrew, Jianfeng Gao
- 2007 (modified: 11 Nov 2022)
- ICML 2007
- Readers: Everyone
A Hybrid Markov/Semi-Markov Conditional Random Field for Sequence Segmentation
Galen Andrew
- 2006 (modified: 10 Nov 2022)
- EMNLP 2006
- Readers: Everyone

View all 12 publications

Galen Andrew

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors