Almost Matching Exactly Lab

Publications

• MALTS: Matching After Learning to Stretch. JMLR, 2022.
  Harsh Parikh, Cynthia Rudin, Alexander Volfovsky
• FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference. JMLR, 2021.
  Tianyu Wang, Marco Morucci, M. Usaid Awan, Yameng Liu, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
• Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation. UAI, 2020.
  Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
• Almost-Matching-Exactly for Treatment Effect Estimation Under Network Interference. AISTATS, 2020.
  M. Usaid Awan, Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
• Interpretable Almost-Matching-Exactly With Instrumental Variables. UAI, 2019.
  M. Usaid Awan, Yameng Liu, Marco Morucci, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
• Interpretable Almost Matching Exactly for Causal Inference. AISTATS, 2019.
  Yameng Liu, Aw Dieng, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky