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Brian D. Ziebart

  1. Feedback in Imitation Learning: The Three Regimes of Covariate Shift
    2021/02/04 by Jonathan Spencer, Spencer, Jonathan, Sanjiban Choudhury +7 · 11 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  2. Robust Covariate Shift Prediction with General Losses and Feature Views
    2017/12/28 by Anqi Liu, Brian D. Ziebart, Liu, Anqi +1 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  3. ADA: A Game-Theoretic Perspective on Data Augmentation for Object Detection
    2017/10/21 by Sima Behpour, Behpour, Sima, Kris Kitani +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning