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Advances in Neural Information Processing Systems
|
May 6, 2021
General Control Functions for Causal Effect Estimation from Instrumental Variables
Aahlad Puli, Rajesh Ranganath
Advances in Neural Information Processing Systems
|
May 6, 2021
Causal Estimation with Functional Confounders
Aahlad Puli, Adler J Perotte, Rajesh Ranganath
Proceedings of Machine Learning Research
|
September 8, 2023
DIET: Conditional independence testing with marginal dependence measures of residual information
Mukund Sudarshan, Aahlad Puli, Wesley Tansey, et al.
Transactions on Machine Learning Research
|
April 22, 2024
Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics
Nihal Murali, Aahlad Puli, Ke Yu, et al.
Proceedings of Machine Learning Research
|
September 15, 2021
Contra: Contrarian statistics for controlled variable selection
Mukund Sudarshan, Aahlad Puli, Lakshmi Subramanian, et al.
Advances in Neural Information Processing Systems
|
May 21, 2021
X-CAL: Explicit Calibration for Survival Analysis
Mark Goldstein, Xintian Han, Aahlad Puli, et al.
Advances in Neural Information Processing Systems
|
July 21, 2022
Inverse-Weighted Survival Games
Xintian Han, Mark Goldstein, Aahlad Puli, et al.
Proceedings of Machine Learning Research
|
August 30, 2023
Learning Invariant Representations with Missing Data
Mark Goldstein, Aahlad Puli, Rajesh Ranganath, et al.
European Heart Journal. Acute Cardiovascular Care
|
March 22, 2024
Development and external validation of a dynamic risk score for early prediction of cardiogenic shock in cardiac intensive care units using machine learning
Yuxuan Hu, Albert Lui, Mark Goldstein, et al.
Page
of 1
Search research articles
Search
Showing results (1-10 of 9) with videos related to
Sort By:
Page
of 1
Advances in Neural Information Processing Systems
|
May 6, 2021
General Control Functions for Causal Effect Estimation from Instrumental Variables
Aahlad Puli, Rajesh Ranganath
Advances in Neural Information Processing Systems
|
May 6, 2021
Causal Estimation with Functional Confounders
Aahlad Puli, Adler J Perotte, Rajesh Ranganath
Proceedings of Machine Learning Research
|
September 8, 2023
DIET: Conditional independence testing with marginal dependence measures of residual information
Mukund Sudarshan, Aahlad Puli, Wesley Tansey, et al.
Transactions on Machine Learning Research
|
April 22, 2024
Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics
Nihal Murali, Aahlad Puli, Ke Yu, et al.
Proceedings of Machine Learning Research
|
September 15, 2021
Contra: Contrarian statistics for controlled variable selection
Mukund Sudarshan, Aahlad Puli, Lakshmi Subramanian, et al.
Advances in Neural Information Processing Systems
|
May 21, 2021
X-CAL: Explicit Calibration for Survival Analysis
Mark Goldstein, Xintian Han, Aahlad Puli, et al.
Advances in Neural Information Processing Systems
|
July 21, 2022
Inverse-Weighted Survival Games
Xintian Han, Mark Goldstein, Aahlad Puli, et al.
Proceedings of Machine Learning Research
|
August 30, 2023
Learning Invariant Representations with Missing Data
Mark Goldstein, Aahlad Puli, Rajesh Ranganath, et al.
European Heart Journal. Acute Cardiovascular Care
|
March 22, 2024
Development and external validation of a dynamic risk score for early prediction of cardiogenic shock in cardiac intensive care units using machine learning
Yuxuan Hu, Albert Lui, Mark Goldstein, et al.
Page
of 1