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Angela Zhou

  1. Interval Estimation of Individual-Level Causal Effects Under Unobserved\n Confounding
    2018/10/05 by Nathan Kallus, Kallus, Nathan, Xiaojie Mao +3 · 10 citations
    Mathematics · Decision Sciences · Economics, Econometrics and Finance · #Advanced Causal Inference Techniques #Decision-Making and Behavioral Economics #Health Systems, Economic Evaluations, Quality of Life
  2. Confounding-Robust Policy Improvement
    2018/05/22 by Nathan Kallus, Angela Zhou, Kallus, Nathan +1 · 9 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods in Clinical Trials
  3. Policy Evaluation and Optimization with Continuous Treatments
    2018/02/16 by Nathan Kallus, Angela Zhou, Kallus, Nathan +1 · 8 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
  4. It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks
    2021/06/10 by Michelle Bao, Angela Zhou, Bao, Michelle +13 · 8 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  5. Confounding-Robust Policy Evaluation in Infinite-Horizon Reinforcement Learning
    2020/02/11 by Nathan Kallus, Angela Zhou, Kallus, Nathan +1 · 5 citations
    Business, Management and Accounting · Computer Science · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Supply Chain and Inventory Management
  6. The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC Metric
    2019/02/15 by Nathan Kallus, Angela Zhou, Kallus, Nathan +1 · 4 citations
    Computer Science · Economics, Econometrics and Finance · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Law, Economics, and Judicial Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  7. Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination
    2019/06/01 by Nathan Kallus, Kallus, Nathan, Xiaojie Mao +3 · 1 voice · 4 citations
    Economics, Econometrics and Finance · Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Insurance, Mortality, Demography, Risk Management #cs.LG #math.OC #stat.ML
  8. Robust Fitted-Q-Evaluation and Iteration under Sequentially Exogenous Unobserved Confounders
    2023/02/01 by David Bruns-Smith, Bruns-Smith, David, Angela Zhou +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
  9. Fairness, Welfare, and Equity in Personalized Pricing
    2020/12/21 by Nathan Kallus, Kallus, Nathan, Angela Zhou +1 · 2 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · #Consumer Market Behavior and Pricing #Financial Literacy, Pension, Retirement Analysis #Economic theories and models
  10. Optimal Causal Annotations: An Application to Casenotes in Social Services
    2025/02/14 by Ezinne Nwankwo, Nwankwo, Ezinne, Lauri Goldkind +3 · 1 voice · 3 citations
    Computer Science · Economics, Econometrics and Finance · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CY #cs.LG #econ.EM #stat.ME #stat.ML
  11. Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts
    2024/05/28 by Christoph Kern, Michael Kim, Kern, Christoph +3 · 1 voice · 1 citation
    #cs.LG #stat.ME #stat.ML