Bruns-Smith, David

1. Augmented balancing weights as linear regression
   2023/04/27 by David Bruns-Smith, Oliver Dukes, Bruns-Smith, David +5 · 3 voices · 14 citations
   Mathematics · Computer Science · #stat.ME #cs.LG #econ.EM #stat.ML
2. Robust Fitted-Q-Evaluation and Iteration under Sequentially Exogenous Unobserved Confounders
   2023/02/01 by David Bruns-Smith, Angela Zhou, Bruns-Smith, David +1 · 1 voice · 3 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Statistical Methods in Clinical Trials #cs.LG #math.OC #stat.ML
3. Outcome Assumptions and Duality Theory for Balancing Weights
   2022/03/17 by Bruns-Smith, David, Feller, Avi · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
4. Model-Free and Model-Based Policy Evaluation when Causality is Uncertain
   2022/04/02 by David Bruns-Smith, Bruns-Smith, David · 1 citation
   Computer Science · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Economic Policies and Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)