Dale Schuurmans

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Topic Modeling, Natural Language Processing Techniques, Machine Learning and Algorithms, Advanced Bandit Algorithms Research

Most-Cited Works

• Proceedings of the 21st International Conference on Neural Information Processing Systems(2008)
• → Self-Consistency Improves Chain of Thought Reasoning in Language Models(2022)673 cited
• Maximum Margin Clustering(2004)
• → Least-to-Most Prompting Enables Complex Reasoning in Large Language Models(2022)317 cited
• → Learning with a Strong Adversary(2015)263 cited
• → Systolic Peak Detection in Acceleration Photoplethysmograms Measured from Emergency Responders in Tropical Conditions(2013)262 cited
• → Augmenting Naive Bayes Classifiers with Statistical Language Models(2004)246 cited
• Automatic gait optimization with Gaussian process regression(2007)
• Boosting in the limit: maximizing the margin of learned ensembles(1998)
• Discriminative Batch Mode Active Learning(2007)