Greg Lewis

1. Continent-wide analysis of how urbanization affects bird-window collision mortality in North America
   2017/07/10 by Stephen B. Hager, Bradley J. Cosentino, Miguel Ángel Aguilar‐Gómez +79 · 20 citations
   Environmental Science · #Wildlife Ecology and Conservation #Wildlife-Road Interactions and Conservation #Avian ecology and behavior
2. Double/Debiased Machine Learning for Dynamic Treatment Effects via g-Estimation
   2020/02/17 by Greg Lewis, Lewis, Greg, Vasilis Syrgkanis +1 · 8 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
3. Minimax Estimation of Conditional Moment Models
   2020/06/12 by Nishanth Dikkala, Greg Lewis, Dikkala, Nishanth +5 · 7 citations
   Mathematics · Computer Science · Decision Sciences · #Statistical Methods and Inference #Gaussian Processes and Bayesian Inference #Probabilistic and Robust Engineering Design
4. Semi-Parametric Efficient Policy Learning with Continuous Actions
   2019/05/24 by Mert Demirer, Vasilis Syrgkanis, Demirer, Mert +5 · 2 citations
   Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
5. Counterfactual Prediction with Deep Instrumental Variables Networks
   2016/12/30 by Jason Hartford, Hartford, Jason, Greg Lewis +5 · 3 citations
   Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Domain Adaptation and Few-Shot Learning
6. Machine Learning Estimation of Heterogeneous Treatment Effects with\n Instruments
   2019/05/24 by Vasilis Syrgkanis, Victor Lei, Syrgkanis, Vasilis +9 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques
7. Estimating the Long-Term Effects of Novel Treatments
   2021/03/15 by Keith Battocchi, Eleanor Wiske Dillon, Battocchi, Keith +9 · 1 citation
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference