Martha White
University of Alberta(CA)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research, Domain Adaptation and Few-Shot Learning, Machine Learning and Algorithms, Machine Learning and Data Classification
Most-Cited Works
- Supervised autoencoders: Improving generalization performance with unsupervised regularizers(2018)
- → Sim2Real in Robotics and Automation: Applications and Challenges(2021)142 cited
- Convex Multi-view Subspace Learning(2012)
- → Estimating the class prior and posterior from noisy positives and unlabeled data(2016)72 cited
- → Off-Policy Actor-Critic(2012)56 cited
- → Recovering True Classifier Performance in Positive-Unlabeled Learning(2017)45 cited
- → The Utility of Sparse Representations for Control in Reinforcement Learning(2019)41 cited
- Relaxed Clipping: A Global Training Method for Robust Regression and Classification(2010)
- → Maxmin Q-learning: Controlling the Estimation Bias of Q-learning(2020)38 cited
- → Comparison of prostate set‐up accuracy and margins with off‐line bony anatomy corrections and online implanted fiducial‐based corrections(2008)34 cited