Samir Awasthi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 4

Top Topics

Regression Methods

Support Vector Regression

Top Venues

Trans. Mach. Learn. Res.

Publications

Uddeshya Upadhyay, Sairam Bade, Arjun Puranik, Shahir Asfahan, Melwin Babu, Francisco Lopez-Jimenez, Samuel J. Asirvatham, Ashim Prasad, Ajit Rajasekharan, Samir Awasthi, Rakesh Barve
HypUC: Hyperfine Uncertainty Calibration with Gradient- boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms. Trans. Mach. Learn. Res. 2023 (2023)
Uddeshya Upadhyay, Sairam Bade, Arjun Puranik, Shahir Asfahan, Melwin Babu, Francisco Lopez-Jimenez, Samuel J. Asirvatham, Ashim Prasad, Ajit Rajasekharan, Samir Awasthi, Rakesh Barve
HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms. CoRR (2023)
Sravan Kumar Lalam, Hari Krishna Kunderu, Shayan Ghosh, Harish Kumar A., Samir Awasthi, Ashim Prasad, Francisco Lopez-Jimenez, Zachi Attia, Samuel J. Asirvatham, Paul A. Friedman, Rakesh Barve, Melwin Babu
ECG Representation Learning with Multi-Modal EHR Data. Trans. Mach. Learn. Res. 2023 (2023)
F. N. U. Shweta, Karthik Murugadoss, Samir Awasthi, A. J. Venkatakrishnan, Arjun Puranik, Martin Kang, Brian W. Pickering, John C. O'Horo, Philippe R. Bauer, Raymund R. Razonable, Paschalis Vergidis, Zelalem Temesgen, Stacey Rizza, Maryam Mahmood, Walter R. Wilson, Douglas Challener, Praveen Anand, Matt Liebers, Zainab Doctor, Eli Silvert, Hugo Solomon, Tyler Wagner, Gregory J. Gores, Amy W. Williams, John D. Halamka, Venky Soundararajan, Andrew D. Badley
Augmented Curation of Unstructured Clinical Notes from a Massive EHR System Reveals Specific Phenotypic Signature of Impending COVID-19 Diagnosis. CoRR (2020)