Salapaka, Murti

4 publications

ICLR 2026 Frequency-Domain Better than Time-Domain for Causal Structure Recovery in Dynamical Systems on Networks Mohammed Tuhin Rana, Mishfad Shaikh Veedu, James Melbourne, Murti Salapaka

ICML 2025 A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data Cailong Hua, Sivaraman Rajaganapathy, Rebecca A Slick, Joseph Vavra, Joseph M. Muretta, James M. Ervasti, Murti Salapaka

AISTATS 2024 Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs Mishfad Shaikh Veedu, Deepjyoti Deka, Murti Salapaka

AISTATS 2022 Efficient and Passive Learning of Networked Dynamical Systems Driven by Non-White Exogenous Inputs Harish Doddi, Deepjyoti Deka, Saurav Talukdar, Murti Salapaka