Galen Andrew
11 papers · 2004–2024 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Ultra π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (19)
π±
Topic Pioneer
π§
Keyword Pioneer
π
Century Club Β· Bronze
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(4)
Deep Learning
(3)
Application Areas
(3)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms Β· Artificial Intelligence
(2)
Learning Paradigms Β· Machine Learning
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Keywords
differential privacy
(4)
federated learning
(3)
privacy auditing
(2)
supervised learning
(1)
privacy-preserving learning
(1)
parallel computing
(1)
optimal control
(1)
message passing
(1)
canonical correlation analysis
(1)
trajectory optimization
(1)
multi-view learning
(1)
forward-backward algorithm
(1)
nonlinear transformation
(1)
hidden markov model
(1)
dynamical system
(1)
recurrent neural network
(1)
memory efficiency
(1)
privacy loss
(1)
language model
(1)
total correlation
(1)
Papers
One-shot Empirical Privacy Estimation for Federated Learning
ICLR 2024
Federated Learning of Gboard Language Models with Differential Privacy
ACL 2023
Unleashing the Power of Randomization in Auditing Differentially Private ML
NeurIPS 2023
Differentially Private Learning with Adaptive Clipping
NeurIPS 2021
Interactive Control of Diverse Complex Characters with Neural Networks
NeurIPS 2015
Deep Canonical Correlation Analysis
ICML 2013
Memory-efficient inference in dynamic graphical models using multiple cores
AISTATS 2012
A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing
ACL 2007
A Hybrid Markov/Semi-Markov Conditional Random Field for Sequence Segmentation
EMNLP 2006
A Conditional Random Field Word Segmenter for Sighan Bakeoff 2005
IJCNLP 2005
Verb Sense and Subcategorization: Using Joint Inference to Improve Performance on Complementary Task
EMNLP 2004