Tanmoy Bhattacharya

19 papers A* 2C 1Misc 1Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Global explainability of a deep abstaining classifier.
CoRR
Sayera Dhaubhadel, Jamaludin Mohd-Yusof, Benjamin H. McMahon, Trilce Estrada, Kumkum Ganguly, Adam Spannaus, John P. Gounley, Xiao-Cheng Wu, Eric B. Durbin, Heidi A. Hanson, Tanmoy Bhattacharya
2024 J jnl
Deep learning uncertainty quantification for clinical text classification.
J. Biomed. Informatics
Alina Peluso, Ioana Danciu, Hong-Jun Yoon, Jamaludin Mohd-Yusof, Tanmoy Bhattacharya, Adam Spannaus, Noah Schaefferkoetter, Eric B. Durbin, Xiao-Cheng Wu, Antoinette Stroup, Jennifer A. Doherty, Stephen M. Schwartz, Charles Wiggins, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi, Shang Gao
2021 C conf
An Effective Baseline for Robustness to Distributional Shift.
ICMLA
Sunil Thulasidasan, Sushil Thapa, Sayera Dhaubhadel, Gopinath Chennupati, Tanmoy Bhattacharya, Jeff A. Bilmes
2021 J jnl
An Effective Baseline for Robustness to Distributional Shift.
CoRR
Sunil Thulasidasan, Sushil Thapa, Sayera Dhaubhadel, Gopinath Chennupati, Tanmoy Bhattacharya, Jeff A. Bilmes
2020 J jnl
Uncertainty Bounds for Multivariate Machine Learning Predictions on High-Strain Brittle Fracture.
CoRR
Cristina Garcia-Cardona, M. Giselle Fernández-Godino, Daniel O'Malley, Tanmoy Bhattacharya
2020 J jnl
Why I'm not Answering: Understanding Determinants of Classification of an Abstaining Classifier for Cancer Pathology Reports.
CoRR
Sayera Dhaubhadel, Jamaludin Mohd-Yusof, Kumkum Ganguly, Gopinath Chennupati, Sunil Thulasidasan, Nicolas W. Hengartner, Brent J. Mumphrey, Eric B. Durbin, Jennifer A. Doherty, Mireille Lemieux, Noah Schaefferkoetter, Georgia D. Tourassi, Linda Coyle, Lynne Penberthy, Benjamin McMahon, Tanmoy Bhattacharya
2019 J jnl
Combating Label Noise in Deep Learning Using Abstention.
CoRR
Sunil Thulasidasan, Tanmoy Bhattacharya, Jeff A. Bilmes, Gopinath Chennupati, Jamal Mohd-Yusof
2019 A* conf
Combating Label Noise in Deep Learning using Abstention.
ICML
Sunil Thulasidasan, Tanmoy Bhattacharya, Jeff A. Bilmes, Gopinath Chennupati, Jamal Mohd-Yusof
2019 A* conf
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks.
NeurIPS
Sunil Thulasidasan, Gopinath Chennupati, Jeff A. Bilmes, Tanmoy Bhattacharya, Sarah Michalak
2019 J jnl
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks.
CoRR
Sunil Thulasidasan, Gopinath Chennupati, Jeff A. Bilmes, Tanmoy Bhattacharya, Sarah Michalak
2019 J jnl
The need for uncertainty quantification in machine-assisted medical decision making.
Nat. Mach. Intell.
Edmon Begoli, Tanmoy Bhattacharya, Dimitri Kusnezov
2018 J jnl
CAT: computer aided triage improving upon the Bayes risk through ε-refusal triage rules.
BMC Bioinform.
Nicolas W. Hengartner, Leticia Cuellar, Xiao-Cheng Wu, Georgia D. Tourassi, John X. Qiu, James Blair Christian, Tanmoy Bhattacharya
2017 Misc conf
Leveraging Large-Scale Computing for Population Information Integration, Analysis, and Modeling.
AMIA
Jessica A. Boten, Donna R. Rivera, Madhumita Myneni, Georgia D. Tourassi, Tanmoy Bhattacharya, Ana Paula de Oliveira Sales, Thomas S. Brettin, Paul A. Fearn, Lynne Penberthy
2016 J jnl
A Likelihood Ratio Detector for Identifying Within-Perimeter Computer Network Attacks.
CoRR
Justin Grana, David H. Wolpert, Joshua Neil, Dongping Xie, Tanmoy Bhattacharya, Russell Bent
2016 J jnl
A likelihood ratio anomaly detector for identifying within-perimeter computer network attacks.
J. Netw. Comput. Appl.
Justin Grana, David H. Wolpert, Joshua Neil, Dongping Xie, Tanmoy Bhattacharya, Russell Bent
2015 J jnl
On the universal structure of human lexical semantics.
CoRR
Hyejin Youn, Logan Sutton, Eric Smith, Cristopher Moore, Jon F. Wilkins, Ian Maddieson, William Croft, Tanmoy Bhattacharya
2010 J jnl
Estimating time since infection in early homogeneous HIV-1 samples using a poisson model.
BMC Bioinform.
Elena E. Giorgi, Bob Funkhouser, Gayathri Athreya, Alan S. Perelson, Bette T. Korber, Tanmoy Bhattacharya
2010 J jnl
Genetic Signatures in the Envelope Glycoproteins of HIV-1 that Associate with Broadly Neutralizing Antibodies.
PLoS Comput. Biol.
S. Gnanakaran, Marcus G. Daniels, Tanmoy Bhattacharya, Alan S. Lapedes, Anurag Sethi, Ming Li, Haili Tang, Kelli Greene, Hongmei Gao, Barton F. Haynes, Myron S. Cohen, George M. Shaw, Michael S. Seaman, Amit Kumar, Feng Gao, David C. Montefiori, Bette T. Korber
2008 J jnl
Web-based design and evaluation of T-cell vaccine candidates.
Bioinform.
James Thurmond, Hyejin Yoon, Carla Kuiken, Karina Yusim, Simon Perkins, James Theiler, Tanmoy Bhattacharya, Bette T. Korber, Will Fischer