Eli Sherman

According to our database, Eli Sherman authored at least 7 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AI Risk Profiles: A Standards Proposal for Pre-deployment AI Risk Disclosures.

Eli Sherman, Ian W. Eisenberg

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Searching for explanations: testing social scientific methods in synthetic ground-truthed worlds.

Aurora C. Schmidt, Christopher J. Cameron, Corey Lowman, Joshua Brulé, Amruta Deshpande, Seyyed A. Fatemi, Vladimir Barash, Ariel M. Greenberg, Cash J. Costello, Eli Sherman, Rohit Bhattacharya, Liz McQuillan, Alexander Perrone, Yanni Kouskoulas, Clay Fink, June Zhang, Ilya Shpitser, Michael W. Macy

Comput. Math. Organ. Theory, March, 2023

2020

General Identification of Dynamic Treatment Regimes Under Interference.

Eli Sherman, David Arbour, Ilya Shpitser

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Intervening on Network Ties.

Eli Sherman, Ilya Shpitser

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018

Identification of Personalized Effects Associated With Causal Pathways.

Ilya Shpitser, Eli Sherman

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Identification and Estimation of Causal Effects from Dependent Data.

Eli Sherman, Ilya Shpitser

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale.

Eli Sherman, Hitinder S. Gurm, Ulysses J. Balis, Scott R. Owens, Jenna Wiens

Proceedings of the AMIA 2017, 2017