NIPS Proceedingsβ

Elias Bareinboim

10 Papers

  • Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions (2019)
  • Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets (2019)
  • Identification of Conditional Causal Effects under Markov Equivalence (2019)
  • Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes (2019)
  • Equality of Opportunity in Classification: A Causal Approach (2018)
  • Structural Causal Bandits: Where to Intervene? (2018)
  • Experimental Design for Learning Causal Graphs with Latent Variables (2017)
  • Bandits with Unobserved Confounders: A Causal Approach (2015)
  • Transportability from Multiple Environments with Limited Experiments: Completeness Results (2014)
  • Transportability from Multiple Environments with Limited Experiments (2013)