Parth Sheth

According to our database, Parth Sheth authored at least 8 papers between 2015 and 2026.

Collaborative distances:

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

2026

Interpretability without actionability: mechanistic methods cannot correct language model errors despite near-perfect internal representations.

Sanjay Basu, Sadiq Y. Patel, Parth Sheth, Bhairavi Muralidharan, Namrata Elamaran, Aakriti Kinra, John Morgan, Rajaie Batniji

CoRR, March, 2026

Clinical decision support for population health management: development and validation of integrated acuity and intervention prediction models.

Sanjay Basu, Sadiq Y. Patel, Parth Sheth, Bhairavi Muralidharan, Namrata Elamaran, Aakriti Kinra, Rajaie Batniji

J. Am. Medical Informatics Assoc., 2026

2025

Test-Time Learning and Inference-Time Deliberation for Efficiency-First Offline Reinforcement Learning in Care Coordination and Population Health Management.

Sanjay Basu, Sadiq Y. Patel, Parth Sheth, Bhairavi Muralidharan, Namrata Elamaran, Aakriti Kinra, Rajaie Batniji

CoRR, September, 2025

Hybrid Adaptive Conformal Offline Reinforcement Learning for Fair Population Health Management.

Sanjay Basu, Sadiq Y. Patel, Parth Sheth, Bhairavi Muralidharan, Namrata Elamaran, Aakriti Kinra, Rajaie Batniji

CoRR, September, 2025

Feasibility-Guided Fair Adaptive Offline Reinforcement Learning for Medicaid Care Management.

Sanjay Basu, Sadiq Y. Patel, Parth Sheth, Bhairavi Muralidharan, Namrata Elamaran, Aakriti Kinra, Rajaie Batniji

CoRR, September, 2025

2023

Improving Differentiable Neural Architecture Search by Encouraging Transferability.

Parth Sheth, Pengtao Xie

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Learning by Teaching, with Application to Neural Architecture Search.

Parth Sheth, Yueyu Jiang, Pengtao Xie

CoRR, 2021

2015

Solving the Klein-Gordon equation using fourier spectral methods: a benchmark test for computer performance.

Samar Aseeri, Oleg Batrasev, Matteo Icardi, Brian Leu, Albert Liu, Ning Li, Benson K. Muite, Eike Müller, Brock Palen, Michael Quell, Harald Servat, Parth Sheth, Robert Speck, Mark Van Moer, Jérôme Vienne

Proceedings of the Symposium on High Performance Computing, 2015