Srikar Katta

According to our database, Srikar Katta authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Doctor Rashomon and the UNIVERSE of Madness: Variable Importance with Unobserved Confounding and the Rashomon Effect.

Jon Donnelly, Srikar Katta, Emanuele Borgonovo, Cynthia Rudin

CoRR, October, 2025

A Design-based Solution for Causal Inference with Text: Can a Language Model Be Too Large?

Graham Tierney, Srikar Katta, Christopher Bail, Sunshine Hillygus, Alexander Volfovsky

CoRR, October, 2025

2024

Amazing Things Come From Having Many Good Models.

Cynthia Rudin, Chudi Zhong, Lesia Semenova, Margo I. Seltzer, Ronald Parr, Jiachang Liu, Srikar Katta, Jon Donnelly, Harry Chen, Zachery Boner

CoRR, 2024

Position: Amazing Things Come From Having Many Good Models.

Cynthia Rudin, Chudi Zhong, Lesia Semenova, Margo I. Seltzer, Ronald Parr, Jiachang Liu, Srikar Katta, Jon Donnelly, Harry Chen, Zachery Boner

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data.

Srikar Katta, Harsh Parikh, Cynthia Rudin, Alexander Volfovsky

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance.

Jon Donnelly, Srikar Katta, Cynthia Rudin, Edward P. Browne

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023