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• Concrete Dropout
  2017 · 145 citations
• Kernel Language Entropy: Fine-grained Uncertainty Quantification For Llms From Semantic Similarities
  2024 · 127 citations
• Learning Invariant Representations for Reinforcement Learning without Reconstruction
  2020 · 97 citations
• VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning
  2019 · 65 citations
• Invariant Causal Prediction for Block MDPs
  2020 · 37 citations
• Liberty or Depth: Deep Bayesian Neural Nets Do Not Need Complex Weight Posterior Approximations
  2020 · 18 citations
• Generalizing from a few environments in safety-critical reinforcement learning
  2019 · 9 citations
• Differentially Private Continual Learning
  2019 · 6 citations
• PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning