Yisong Yue

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Machine Learning and Algorithms, Advanced Bandit Algorithms Research, Advanced Control Systems Optimization, Gaussian Processes and Bayesian Inference

Most-Cited Works

• → A support vector method for optimizing average precision(2007)716 cited
• → A deep learning approach for generalized speech animation(2017)304 cited
• → Neural Lander: Stable Drone Landing Control Using Learned Dynamics(2019)269 cited
• → Large-scale validation and analysis of interleaved search evaluation(2012)228 cited
• → Neural-Fly enables rapid learning for agile flight in strong winds(2022)223 cited
• → Informed training set design enables efficient machine learning-assisted directed protein evolution(2021)214 cited
• Multi-Level Structured Models for Document-Level Sentiment Classification(2010)
• → The K-armed dueling bandits problem(2012)198 cited
• → Beyond position bias(2010)187 cited
• → Predicting diverse subsets using structural SVMs(2008)167 cited