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James Lucas | Researchclopedia

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James Lucas

40

Works

891

Citations

11

h-index

13

i10-index

Research Topics

Domain Adaptation and Few-Shot Learning Adversarial Robustness in Machine Learning Advanced Neural Network Applications

Affiliations

Lockheed Martin (United States)1998–1998

National Oceanic and Atmospheric Administration1976–1976

University of Toronto2018–2022

Stennis Space Center1998–1998

Morgan Stanley (United States)1989–1989

Top Works

Lookahead Optimizer: k steps forward, 1 step back

Michael R. Zhang,James Lucas,et al.

2019381 citations

Stochastic Gradient Optimization Techniques

Neural Networks and Applications

Lookahead Optimizer: k steps forward, 1 step back

Michael R. Zhang,James Lucas,et al.

2019175 citations

Understanding Posterior Collapse in Generative Latent Variable Models

James Lucas,George Tucker,et al.

201978 citations

Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks

Qiyang Li,Saminul Haque,et al.

201933 citations

Sorting out Lipschitz function approximation

Cem Anil,James Lucas,et al.

201831 citations

Adversarial Distillation of Bayesian Neural Network Posteriors

Kuan-Chieh Wang,Paul Vicol,et al.

201825 citations

How Much More Data Do I Need? Estimating Requirements for Downstream Tasks

Rafid Mahmood,James Lucas,et al.

202221 citations

Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse

James Lucas,George Tucker,et al.

201918 citations

Verification of airborne positioning using Global Positioning System carrier phase measurements

Gerald L. Mader,James Lucas

198916 citations