Umang Gupta - RankMe

38 papers A* 4A 2C 1Journal 20Unranked 11

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition. EACL (1) Huy Nghiem, Umang Gupta, Fred Morstatter
2024	J	`jnl`	"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition. CoRR Huy Nghiem, Umang Gupta, Fred Morstatter
2024	J	`jnl`	A federated learning architecture for secure and private neuroimaging analysis. Patterns 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
2024	A*	`conf`	VQ-TR: Vector Quantized Attention for Time Series Forecasting. ICLR Kashif Rasul, Andrew Bennett, Pablo Vicente, Umang Gupta, Hena Ghonia, Anderson Schneider, Yuriy Nevmyvaka
2023	—	`conf`	Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning. ACL (Findings) Umang Gupta, Aram Galstyan, Greg Ver Steeg
2023	J	`jnl`	Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning. CoRR Umang Gupta, Aram Galstyan, Greg Ver Steeg
2023	—	`conf`	Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models. ISBI Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Paul M. Thompson, Greg Ver Steeg
2023	J	`jnl`	Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models. CoRR Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Paul M. Thompson, Greg Ver Steeg, Alzheimer's Disease Neuroimaging Initiative
2023	—	`conf`	Unsupervised harmonization of brain MRI using 3D CycleGANs and its effect on brain age prediction. SIPAIM Dheeraj Komandur, Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Sophia I. Thomopoulos, Jiu-Chiuan Chen, Dan Beavers, Greg Ver Steeg, Paul M. Thompson
2022	A	`conf`	Estimating transfer entropy under long ranged dependencies. UAI Sahil Garg, Umang Gupta, Yu Chen, Syamantak Datta Gupta, Yeshaya Adler, Anderson Schneider, Yuriy Nevmyvaka
2022	J	`jnl`	Federated Progressive Sparsification (Purge, Merge, Tune)+. CoRR Dimitris Stripelis, Umang Gupta, Greg Ver Steeg, José Luis Ambite
2022	—	`conf`	Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal. ACL (Findings) Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma, Yada Pruksachatkun, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Greg Ver Steeg, Aram Galstyan
2022	J	`jnl`	Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal. CoRR Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma, Yada Pruksachatkun, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Greg Ver Steeg, Aram Galstyan
2022	J	`jnl`	Secure Federated Learning for Neuroimaging. CoRR Dimitris Stripelis, Umang Gupta, Hamza Saleem, Nikhil J. Dhinagar, Tanmay Ghai, Rafael Sanchez, Chrysovalantis Anastasiou, Armaghan Asghar, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M. Thompson, José Luis Ambite
2022	J	`jnl`	StockNet - GRU based stock index prediction. Expert Syst. Appl. Umang Gupta, Vandana Bhattacharjee, Partha Sarathi Bishnu
2022	—	`conf`	Towards Sparsified Federated Neuroimaging Models via Weight Pruning. DeCaF/FAIR@MICCAI Dimitris Stripelis, Umang Gupta, Nikhil J. Dhinagar, Greg Ver Steeg, Paul M. Thompson, José Luis Ambite
2022	J	`jnl`	Towards Sparsified Federated Neuroimaging Models via Weight Pruning. CoRR Dimitris Stripelis, Umang Gupta, Nikhil J. Dhinagar, Greg Ver Steeg, Paul M. Thompson, José Luis Ambite
2021	J	`jnl`	Attributing Fair Decisions with Attention Interventions. CoRR Ninareh Mehrabi, Umang Gupta, Fred Morstatter, Greg Ver Steeg, Aram Galstyan
2021	A*	`conf`	Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation. AAAI Umang Gupta, Aaron M. Ferber, Bistra Dilkina, Greg Ver Steeg
2021	J	`jnl`	Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation. CoRR Umang Gupta, Aaron M. Ferber, Bistra Dilkina, Greg Ver Steeg
2021	—	`conf`	Improved Brain Age Estimation With Slice-Based Set Networks. ISBI Umang Gupta, Pradeep K. Lam, Greg Ver Steeg, Paul M. Thompson
2021	J	`jnl`	Improved Brain Age Estimation with Slice-based Set Networks. CoRR Umang Gupta, Pradeep Lam, Greg Ver Steeg, Paul Thompson
2021	—	`conf`	Membership Inference Attacks on Deep Regression Models for Neuroimaging. MIDL Umang Gupta, Dimitris Stripelis, Pradeep K. Lam, Paul M. Thompson, José Luis Ambite, Greg Ver Steeg
2021	J	`jnl`	Membership Inference Attacks on Deep Regression Models for Neuroimaging. CoRR Umang Gupta, Dimitris Stripelis, Pradeep K. Lam, Paul M. Thompson, José Luis Ambite, Greg Ver Steeg
2021	J	`jnl`	Outlier Detection in Wireless Sensor Networks Based on Neighbourhood. Wirel. Pers. Commun. Umang Gupta, Vandana Bhattacharjee, Partha Sarathi Bishnu
2021	J	`jnl`	Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption. CoRR 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
2020	J	`jnl`	Clustering on Ranked Data for Campaign Selection. IEEE Access Umang Gupta, Vandana Bhattacherjee, Partha Sarathi Bishnu
2019	A	`conf`	Deep Fictitious Play for Games with Continuous Action Spaces. AAMAS Nitin Kamra, Umang Gupta, Kai Wang, Fei Fang, Yan Liu, Milind Tambe
2019	—	`conf`	DeepFP for Finding Nash Equilibrium in Continuous Action Spaces. GameSec Nitin Kamra, Umang Gupta, Kai Wang, Fei Fang, Yan Liu, Milind Tambe
2019	J	`jnl`	Understanding Emotions in Text Using Deep Learning and Big Data. Comput. Hum. Behav. Ankush Chatterjee, Umang Gupta, Manoj Kumar Chinnakotla, Radhakrishnan Srikanth, Michel Galley, Puneet Agrawal
2018	C	`conf`	A Case Study on using Crowdsourcing for Ambiguous Tasks. IJCCI Ankush Chatterjee, Umang Gupta, Puneet Agrawal
2018	A*	`conf`	Policy Learning for Continuous Space Security Games Using Neural Networks. AAAI Nitin Kamra, Umang Gupta, Fei Fang, Yan Liu, Milind Tambe
2018	J	`jnl`	Ruuh: A Deep Learning Based Conversational Social Agent. CoRR Sonam Damani, Nitya Raviprakash, Umang Gupta, Ankush Chatterjee, Meghana Joshi, Khyatti Gupta, Kedhar Nath Narahari, Puneet Agrawal, Manoj Kumar Chinnakotla, Sneha Magapu, Abhishek Mathur
2017	J	`jnl`	A Sentiment-and-Semantics-Based Approach for Emotion Detection in Textual Conversations. CoRR Umang Gupta, Ankush Chatterjee, Radhakrishnan Srikanth, Puneet Agrawal
2017	J	`jnl`	Deep Generative Dual Memory Network for Continual Learning. CoRR Nitin Kamra, Umang Gupta, Yan Liu
2017	—	`conf`	Enhancing Categorization of Computer Science Research Papers using Knowledge Bases. KG4IR@SIGIR Shashank Gupta, Priya Radhakrishnan, Manish Gupta, Vasudeva Varma, Umang Gupta
2015	—	`conf`	Deep transfer learning with ontology for image classification. NCVPRIPG Umang Gupta, Santanu Chaudhury
1996	A*	`conf`	The Changing Landscape of the Software Industry and its Implications for India VLDB Umang Gupta