Arghya Datta

13 papers A* 1B 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Exponential Convergence of CAVI for Bayesian PCA.
CoRR
Arghya Datta, Philippe Gagnon, Florian Maire
2025 J jnl
SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents.
CoRR
Subhrangshu Nandi, Arghya Datta, Nikhil Vichare, Indranil Bhattacharya, Huzefa Raja, Jing Xu, Shayan Ray, Giuseppe Carenini, Abhi Srivastava, Aaron Chan, Man Ho Woo, Amar Kandola, Brandon Theresa, Francesco Carbone
2023 — conf
Measuring and Mitigating Local Instability in Deep Neural Networks.
ACL (Findings)
Arghya Datta, Subhrangshu Nandi, Jingcheng Xu, Greg Ver Steeg, He Xie, Anoop Kumar, Aram Galstyan
2023 J jnl
Measuring and Mitigating Local Instability in Deep Neural Networks.
CoRR
Arghya Datta, Subhrangshu Nandi, Jingcheng Xu, Greg Ver Steeg, He Xie, Anoop Kumar, Aram Galstyan
2023 A* conf
On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis.
NeurIPS
Arghya Datta, Sayak Chakrabarty
2023 J jnl
On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis.
CoRR
Arghya Datta, Sayak Chakrabarty
2022 — conf
Fair-Net: A Network Architecture for Reducing Performance Disparity between Identifiable Sub-populations.
ICAART (3)
Arghya Datta, S. Joshua Swamidass
2021 J jnl
'Black Box' to 'Conversational' Machine Learning: Ondansetron Reduces Risk of Hospital-Acquired Venous Thromboembolism.
IEEE J. Biomed. Health Informatics
Arghya Datta, Matthew K. Matlock, Na Le Dang, Thiago C. Moulin, Keith F. Woeltje, Elizabeth L. Yanik, Sanjay Joshua Swamidass
2021 B conf
Cal-Net: Jointly Learning Classification and Calibration On Imbalanced Binary Classification Tasks.
IJCNN
Arghya Datta, Noah R. Flynn, S. Joshua Swamidass
2021 J jnl
Fair-Net: A Network Architecture For Reducing Performance Disparity Between Identifiable Sub-Populations.
CoRR
Arghya Datta, S. Joshua Swamidass
2021 J jnl
Machine learning liver-injuring drug interactions with non-steroidal anti-inflammatory drugs (NSAIDs) from a retrospective electronic health record (EHR) cohort.
PLoS Comput. Biol.
Arghya Datta, Noah R. Flynn, Dustyn A. Barnette, Keith F. Woeltje, Grover P. Miller, S. Joshua Swamidass
2019 B conf
Deep learning long-range information in undirected graphs with wave networks.
IJCNN
Matthew K. Matlock, Arghya Datta, Na Le Dang, Kevin Jiang, S. Joshua Swamidass
2018 J jnl
Deep learning long-range information in undirected graphs with wave networks.
CoRR
Matthew K. Matlock, Arghya Datta, Na Le Dang, Kevin Jiang, S. Joshua Swamidass