Volfovsky, Alexander

14 publications

NeurIPS 2025 Data Fusion for Partial Identification of Causal Effects Quinn Lanners, Cynthia Rudin, Alexander Volfovsky, Harsh Parikh

AAAI 2024 Evaluating Pre-Trial Programs Using Interpretable Machine Learning Matching Algorithms for Causal Inference Travis Seale-Carlisle, Saksham Jain, Courtney Lee, Caroline Levenson, Swathi Ramprasad, Brandon Garrett, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

UAI 2024 Hidden Population Estimation with Indirect Inference and Auxiliary Information Justin Weltz, Eric Laber, Alexander Volfovsky

AISTATS 2024 Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data Srikar Katta, Harsh Parikh, Cynthia Rudin, Alexander Volfovsky

AISTATS 2024 Safe and Interpretable Estimation of Optimal Treatment Regimes Harsh Parikh, Quinn M Lanners, Zade Akras, Sahar Zafar, M Brandon Westover, Cynthia Rudin, Alexander Volfovsky

NeurIPS 2023 Experimental Designs for Heteroskedastic Variance Justin Weltz, Tanner Fiez, Alexander Volfovsky, Eric Laber, Blake Mason, Houssam Nassif, Lalit Jain

UAI 2023 Variable Importance Matching for Causal Inference Quinn Lanners, Harsh Parikh, Alexander Volfovsky, Cynthia Rudin, David Page

JMLR 2022 MALTS: Matching After Learning to Stretch Harsh Parikh, Cynthia Rudin, Alexander Volfovsky

JMLR 2021 FLAME: A Fast Large-Scale Almost Matching Exactly Approach to Causal Inference Tianyu Wang, Marco Morucci, M. Usaid Awan, Yameng Liu, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

UAI 2020 Adaptive Hyper-Box Matching for Interpretable Individualized Treatment Effect Estimation Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

AISTATS 2020 Almost-Matching-Exactly for Treatment Effect Estimation Under Network Interference Usaid Awan, Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

UAI 2019 Interpretable Almost Matching Exactly with Instrumental Variables M. Usaid Awan, Yameng Liu, Marco Morucci, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

AISTATS 2019 Interpretable Almost-Exact Matching for Causal Inference Awa Dieng, Yameng Liu, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

AISTATS 2019 SMOGS: Social Network Metrics of Game Success Fan Bu, Sonia Xu, Katherine Heller, Alexander Volfovsky