Concepedia

Martha White

MW

35

Publications

1.2K

Citations

21

H-Index

2008

Active since

Affiliations

University of Alberta(Current)

Indiana University Bloomington

Google DeepMind (United Kingdom)

Indiana University

Martha White is an author at University of Alberta specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceArtificial IntelligenceRobot LearningPattern RecognitionData MiningDeep LearningKnowledge Discovery

Publications per year

2008–2022

35

Publications

35

Supervised autoencoders: Improving generalization performance with unsupervised regularizers

Lei Le, Andrew Patterson, Martha White · Neural Information Processing Systems · 2018 · 151 citations

Artificial Intelligence, Data Augmentation, Engineering +14

Sim2Real in Robotics and Automation: Applications and Challenges

Sebastian Höfer, Kostas E. Bekris, Ankur Handa et al. · IEEE Transactions on Automation Science and Engineering · 2021 · 138 citations · Full text

Engineering, Large-scale Automation, Simulation +18

Convex Multi-view Subspace Learning

Martha White, Xinhua Zhang, Dale Schuurmans et al. · 2012 · 128 citations

Estimating the class prior and posterior from noisy positives and unlabeled data

Shantanu Jain, Martha White, Predrag Radivojac · arXiv (Cornell University) · 2016 · 72 citations · Full text

Engineering, Machine Learning, Bayesian Inference +18

Off-Policy Actor-Critic

Thomas Degris, Martha White, Richard S. Sutton · arXiv (Cornell University) · 2012 · 56 citations · Full text

Artificial Intelligence, First Actor-critic Algorithm, Engineering +9

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