Avi Feller
- Algorithmic decision making and the cost of fairness
2017/01/28 by Sam Corbett-Davies, Emma Pierson, Avi Feller +2 · 1 voice · 30 citations
#cs.CY #stat.AP
- Overlap in Observational Studies with High-Dimensional Covariates
2017/11/07 by Alexander D’Amour, D'Amour, Alexander, Peng Ding +7 · 14 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- 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
- The Augmented Synthetic Control Method
2021/05/14 by Eli Ben-Michael, Eli Ben‐Michael, Avi Feller +1 · 11 citations
Mathematics · Economics, Econometrics and Finance · #Advanced Causal Inference Techniques #Economic Policies and Impacts
- The Impossibility of Fair LLMs
2024/05/28 by Jacy Anthis, Jacy Reese Anthis, Kristian Lum +9 · 3 voices · 7 citations
Business, Management and Accounting · Computer Science · Mathematics · Social Sciences · #Copyright and Intellectual Property #Intellectual Property Law #Law, AI, and Intellectual Property #cs.CL #cs.HC #cs.LG #stat.AP #stat.ML
- Challenges in Statistics: A Dozen Challenges in Causality and Causal Inference
2025/08/23 by Carlos Cinelli, Avi Feller, Cinelli, Carlos +9 · 7 voices · 5 citations
#stat.ME
- Decomposing Treatment Effect Variation
2016/05/21 by Peng Ding, Ding, Peng, Avi Feller +3 · 3 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials
- Flexible sensitivity analysis for observational studies without\n observable implications
2018/09/02 by Alexander Franks, Franks, Alexander, Alexander D’Amour +3 · 3 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Estimating the effects of a California gun control program with Multitask Gaussian Processes
2021/10/13 by Eli Ben‐Michael, Ben-Michael, Eli, David Arbour +7 · 3 citations
Health Professions · Medicine · #Applications (stat.AP) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Methodology (stat.ME) #Public Health Policies and Education
- A trial emulation approach for policy evaluations with group-level\n longitudinal data
2020/11/11 by Eli Ben‐Michael, Avi Feller, Ben-Michael, Eli +3 · 2 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #COVID-19 epidemiological studies #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME)
- Multilevel calibration weighting for survey data
2021/02/17 by Eli Ben‐Michael, Avi Feller, Ben-Michael, Eli +3 · 2 citations
Mathematics · Social Sciences · #Statistical Methods and Inference #Electoral Systems and Political Participation #Statistical Methods and Bayesian Inference
- Bounding, an accessible method for estimating principal causal effects,\n examined and explained
2017/01/11 by Luke Miratrix, Miratrix, Luke, Jane Furey +7 · 1 citation
Mathematics · Social Sciences · Psychology · #Advanced Causal Inference Techniques #School Choice and Performance #Behavioral and Psychological Studies
- Randomization tests for peer effects in group formation experiments
2019/04/04 by Guillaume Basse, Basse, Guillaume, Peng Ding +5 · 1 citation
Mathematics · Computer Science · Economics, Econometrics and Finance · #Survey Sampling and Estimation Techniques #Mobile Crowdsensing and Crowdsourcing #Economic and Environmental Valuation
- A Graph-Theoretic Approach to Randomization Tests of Causal Effects\n Under General Interference
2019/10/23 by David Puelz, Guillaume Basse, Puelz, David +5 · 1 citation
Physics and Astronomy · Mathematics · Medicine · #Complex Network Analysis Techniques #Advanced Causal Inference Techniques #Data-Driven Disease Surveillance
- Using Multiple Outcomes to Improve the Synthetic Control Method
2023/11/27 by Liyang Sun, Eli Ben‐Michael, Sun, Liyang +3 · 1 citation
Mathematics · Environmental Science · Engineering · #Advanced Causal Inference Techniques #Water Quality and Resources Studies #Water resources management and optimization
- Continuous Treatment Effects with Surrogate Outcomes
2024/01/31 by Zhenghao Zeng, Zeng, Zhenghao, David Arbour +11 · 1 citation
Economics, Econometrics and Finance · #Health Systems, Economic Evaluations, Quality of Life