Tanmoy Bhattacharya

Orcid: 0000-0002-1060-652X

Affiliations:
  • Los Alamos National Laboratory, NM, USA


According to our database1, Tanmoy Bhattacharya authored at least 15 papers between 2008 and 2024.

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Bibliography

2024
Deep learning uncertainty quantification for clinical text classification.
J. Biomed. Informatics, January, 2024

2021
An Effective Baseline for Robustness to Distributional Shift.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020
Uncertainty Bounds for Multivariate Machine Learning Predictions on High-Strain Brittle Fracture.
CoRR, 2020

Why I'm not Answering: Understanding Determinants of Classification of an Abstaining Classifier for Cancer Pathology Reports.
CoRR, 2020

2019
The need for uncertainty quantification in machine-assisted medical decision making.
Nat. Mach. Intell., 2019

On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Combating Label Noise in Deep Learning using Abstention.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
CAT: computer aided triage improving upon the Bayes risk through ε-refusal triage rules.
BMC Bioinform., 2018

2017
Leveraging Large-Scale Computing for Population Information Integration, Analysis, and Modeling.
Proceedings of the AMIA 2017, 2017

2016
A likelihood ratio anomaly detector for identifying within-perimeter computer network attacks.
J. Netw. Comput. Appl., 2016

A Likelihood Ratio Detector for Identifying Within-Perimeter Computer Network Attacks.
CoRR, 2016

2015
On the universal structure of human lexical semantics.
CoRR, 2015

2010
Genetic Signatures in the Envelope Glycoproteins of HIV-1 that Associate with Broadly Neutralizing Antibodies.
PLoS Comput. Biol., 2010

Estimating time since infection in early homogeneous HIV-1 samples using a poisson model.
BMC Bioinform., 2010

2008
Web-based design and evaluation of T-cell vaccine candidates.
Bioinform., 2008


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