default search action
Umang Gupta
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j5]Dimitris Stripelis
, Umang Gupta, Hamza Saleem, Nikhil J. Dhinagar, Tanmay Ghai, Chrysovalantis Anastasiou, Rafael Sanchez, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M. Thompson, José Luis Ambite:
A federated learning architecture for secure and private neuroimaging analysis. Patterns 5(8): 101031 (2024) - [c18]Huy Nghiem, Umang Gupta, Fred Morstatter:
"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition. EACL (1) 2024: 1293-1309 - [c17]Kashif Rasul, Andrew Bennett, Pablo Vicente, Umang Gupta, Hena Ghonia, Anderson Schneider, Yuriy Nevmyvaka:
VQ-TR: Vector Quantized Attention for Time Series Forecasting. ICLR 2024 - [i15]Huy Nghiem, Umang Gupta, Fred Morstatter:
"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition. CoRR abs/2402.03221 (2024) - 2023
- [c16]Umang Gupta, Aram Galstyan, Greg Ver Steeg:
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning. ACL (Findings) 2023: 12612-12629 - [c15]Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Paul M. Thompson
Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models. ISBI 2023: 1-5 - [c14]Dheeraj Komandur, Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Sophia I. Thomopoulos, Jiu-Chiuan Chen, Dan Beavers, Greg Ver Steeg, Paul M. Thompson
Unsupervised harmonization of brain MRI using 3D CycleGANs and its effect on brain age prediction. SIPAIM 2023: 1-5 - [i14]Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Paul M. Thompson, Greg Ver Steeg, Alzheimer's Disease Neuroimaging Initiative:
Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models. CoRR abs/2303.01491 (2023) - [i13]Umang Gupta, Aram Galstyan, Greg Ver Steeg:
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning. CoRR abs/2305.19264 (2023) - 2022
- [j4]Umang Gupta
StockNet - GRU based stock index prediction. Expert Syst. Appl. 207: 117986 (2022) - [c13]Umang Gupta, Jwala Dhamala, Varun Kumar
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal. ACL (Findings) 2022: 658-678 - [c12]Dimitris Stripelis, Umang Gupta, Nikhil J. Dhinagar, Greg Ver Steeg, Paul M. Thompson
Towards Sparsified Federated Neuroimaging Models via Weight Pruning. DeCaF/FAIR@MICCAI 2022: 141-151 - [c11]Sahil Garg, Umang Gupta, Yu Chen, Syamantak Datta Gupta, Yeshaya Adler, Anderson Schneider, Yuriy Nevmyvaka:
Estimating transfer entropy under long ranged dependencies. UAI 2022: 685-695 - [i12]Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal. CoRR abs/2203.12574 (2022) - [i11]Dimitris Stripelis, Umang Gupta, Greg Ver Steeg, José Luis Ambite:
Federated Progressive Sparsification (Purge, Merge, Tune)+. CoRR abs/2204.12430 (2022) - [i10]Dimitris Stripelis, Umang Gupta, Hamza Saleem, Nikhil J. Dhinagar, Tanmay Ghai, Rafael Sanchez, Chrysovalantis Anastasiou, Armaghan Asghar, Greg Ver Steeg, Srivatsan Ravi
Secure Federated Learning for Neuroimaging. CoRR abs/2205.05249 (2022) - [i9]Dimitris Stripelis, Umang Gupta, Nikhil J. Dhinagar, Greg Ver Steeg, Paul M. Thompson, José Luis Ambite:
Towards Sparsified Federated Neuroimaging Models via Weight Pruning. CoRR abs/2208.11669 (2022) - 2021
- [j3]Umang Gupta
Outlier Detection in Wireless Sensor Networks Based on Neighbourhood. Wirel. Pers. Commun. 116(1): 443-454 (2021) - [c10]Umang Gupta, Aaron M. Ferber, Bistra Dilkina, Greg Ver Steeg:
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation. AAAI 2021: 7610-7619 - [c9]Umang Gupta, Pradeep K. Lam, Greg Ver Steeg, Paul M. Thompson
Improved Brain Age Estimation With Slice-Based Set Networks. ISBI 2021: 840-844 - [c8]Umang Gupta, Dimitris Stripelis, Pradeep K. Lam, Paul M. Thompson, José Luis Ambite, Greg Ver Steeg:
Membership Inference Attacks on Deep Regression Models for Neuroimaging. MIDL 2021: 228-251 - [i8]Umang Gupta, Aaron M. Ferber, Bistra Dilkina, Greg Ver Steeg:
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation. CoRR abs/2101.04108 (2021) - [i7]Umang Gupta, Pradeep Lam, Greg Ver Steeg, Paul Thompson:
Improved Brain Age Estimation with Slice-based Set Networks. CoRR abs/2102.04438 (2021) - [i6]Umang Gupta, Dimitris Stripelis, Pradeep K. Lam, Paul M. Thompson, José Luis Ambite, Greg Ver Steeg:
Membership Inference Attacks on Deep Regression Models for Neuroimaging. CoRR abs/2105.02866 (2021) - [i5]Dimitris Stripelis, Hamza Saleem, Tanmay Ghai, Nikhil J. Dhinagar, Umang Gupta, Chrysovalantis Anastasiou, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M. Thompson, José Luis Ambite:
Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption. CoRR abs/2108.03437 (2021) - [i4]Ninareh Mehrabi, Umang Gupta, Fred Morstatter, Greg Ver Steeg, Aram Galstyan:
Attributing Fair Decisions with Attention Interventions. CoRR abs/2109.03952 (2021) - 2020
- [j2]Umang Gupta
Clustering on Ranked Data for Campaign Selection. IEEE Access 8: 162421-162431 (2020)
2010 – 2019
- 2019
- [j1]Ankush Chatterjee, Umang Gupta, Manoj Kumar Chinnakotla, Radhakrishnan Srikanth, Michel Galley, Puneet Agrawal:
Understanding Emotions in Text Using Deep Learning and Big Data. Comput. Hum. Behav. 93: 309-317 (2019) - [c7]Nitin Kamra, Umang Gupta, Kai Wang, Fei Fang, Yan Liu, Milind Tambe:
Deep Fictitious Play for Games with Continuous Action Spaces. AAMAS 2019: 2042-2044 - [c6]Nitin Kamra
DeepFP for Finding Nash Equilibrium in Continuous Action Spaces. GameSec 2019: 238-258 - 2018
- [c5]Nitin Kamra, Umang Gupta, Fei Fang, Yan Liu, Milind Tambe:
Policy Learning for Continuous Space Security Games Using Neural Networks. AAAI 2018: 1103-1112 - [c4]Ankush Chatterjee, Umang Gupta, Puneet Agrawal:
A Case Study on using Crowdsourcing for Ambiguous Tasks. IJCCI 2018: 242-247 - [i3]Sonam Damani, Nitya Raviprakash, Umang Gupta, Ankush Chatterjee, Meghana Joshi, Khyatti Gupta, Kedhar Nath Narahari, Puneet Agrawal, Manoj Kumar Chinnakotla, Sneha Magapu, Abhishek Mathur:
Ruuh: A Deep Learning Based Conversational Social Agent. CoRR abs/1810.12097 (2018) - 2017
- [c3]Shashank Gupta, Priya Radhakrishnan, Manish Gupta, Vasudeva Varma, Umang Gupta:
Enhancing Categorization of Computer Science Research Papers using Knowledge Bases. KG4IR@SIGIR 2017: 38-42 - [i2]Umang Gupta, Ankush Chatterjee, Radhakrishnan Srikanth, Puneet Agrawal:
A Sentiment-and-Semantics-Based Approach for Emotion Detection in Textual Conversations. CoRR abs/1707.06996 (2017) - [i1]Nitin Kamra, Umang Gupta, Yan Liu:
Deep Generative Dual Memory Network for Continual Learning. CoRR abs/1710.10368 (2017) - 2015
- [c2]Umang Gupta, Santanu Chaudhury:
Deep transfer learning with ontology for image classification. NCVPRIPG 2015: 1-4
1990 – 1999
- 1996
- [c1]Umang Gupta:
The Changing Landscape of the Software Industry and its Implications for India. VLDB 1996: 2
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-21 23:40 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: