基本信息
views: 73

Bio
I am a member of the Clinical and Applied ML group at CSAIL, led by John Guttag. I study machine learning, causal inference, and the intersection between the two. My work focuses on building data-efficient causal inference methods in resource-constrained settings, and building robust predictive ML models using ideas from causality.
Research Interests
Papers共 39 篇Author StatisticsCo-AuthorSimilar Experts
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Dylan Zapzalka,Trenton Chang, Lindsay Warrenburg, Sae-Hwan Park, Daniel K. Shenfeld, Ravi B. Parikh,Jenna Wiens,Maggie Makar
arxiv(2025)
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TMLR 2024 (2024)
INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238 (2024)
NeurIPS 2024 (2024)
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INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238 (2024)
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NeurIPS 2024 (2024)
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Kyle J. Popovich,Kathy Aureden, D. C. Ham,Anthony D. Harris, A. Hessels,Susan S. Huang, L. Maragakis,A. Milstone,Julia Moody, D. Yokoe,David P. Calfee,Yousef M. Elfanagely, J. R. Tanzer, A. Shobayo, Mouhand F.H. Mohamed,Jonathan J.C. Ho,Douglas Shemin,Laura Pavlech, E. D’Agata, Margaret A. Olsen, Dustin L. Stwalley, A. Tipping,Matthew R. Keller, Holly Yu, E. Dubberke,Scott K Fridkin, U. Onwubiko,William Dube,Chad Robichaux,Jessica Traenkner, D. Goodenough, Frederick J. Angulo, J. Zamparo,Elisa Gonzalez, Sahil Khanna, Christopher Myers, G. Dumyati, Annabelle de St, Urvashi Maurice, Victoria E Parti, Thomas Anikst, Ruel Harper, Ayrton J Mirasol, B. DayoOmai, Kavitha K Garner, Prabaker Shangxin,Jonathan H. Ryder, T. V. Schooneveld,Elizabeth Lyden, Razan El,Erica J. Stohs, Michael A. Ben-Aderet,Meghan S. Madhusudhan, P. Haroun, M. Almario,Ryan Raypon,Sharon E. Fawcett, Julie Johnson,Anita Girard,Todd Griner,Lorraine Sheffield,Jonathan D. Grein,Tina M. Marinelli,Leanne Dolan,Frances Jenkins, Andie S Lee,Rebecca J. Davis, Simeon Crawford, B. Nield, A. Ronnachit, S. V. Hal, S. Carazo, J. Villeneuve,Denis Laliberté, Y. Longtin, Denis Talbot, Richard Martin,Geoffroy Denis, Francine Ducharme,Bianka Paquet-Bolduc, Geneviève Anctil,Sandrine Hegg-Deloye, G. Serres, Shota Sato,Sachiko Iijima, A. Shorr, Daniel T. Ilges, S. Micek,Marin H. Kollef, Michael B. Rothberg, S. Haessler, A. Deshpande,Pei-Chun Yu, Peter K Lindenauer, M. Zilberberg,Thomas L. Higgins, P. Imrey,Christopher J. Wretman,Marcella H. Boynton, J. Preisser, Sheryl Zimmerman, C. Kistler,Jason G. Lake, M. Durkin, P. Polgreen, S. Beekmann, A. Hersh,Jason G. Newland,Helen L Zhang, K. Gontjes,Jennifer H. Han, K. Alby, Z. Lapp,Evan S Snitkin, Ellie J.C. Goldstein,Sean Muldoon, P. Tolomeo, E. Lautenbach, M. Kamineni,Erkin Ötles¸,Jeeheh Oh,Krishna Rao, Vincent B. Young,Benjamin Y. Li, Lauren West, David C. Hooper, Erica S. Shenoy, John Guttag, Jenna Wiens,Maggie Makar,Rebecca A. Stern,Bryan D. Harris,Mary DeVault, Thomas R. Talbot, J. Mangino, M. Firstenberg,Rita K.C. Milewski, Jesus Gonzalez Moreno,Saif Aslam, H. Asrat, Rina Liang, Wenqi Qiu, S. Sunny,Anna Maro, M. Abdallah,Mary Fornek,Briana Episcopia,John Quale
Infection control and hospital epidemiology (2023): f1-f7
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Author Statistics
#Papers: 40
#Citation: 1037
H-Index: 14
G-Index: 26
Sociability: 5
Diversity: 2
Activity: 15
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