Soumyajit Gupta
Soumyajit Gupta
PhD Candidate, Computer Science
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Same same, but different: Conditional multi-task learning for demographic-specific toxicity detection
S Gupta, S Lee, M De-Arteaga, M Lease
Proceedings of the ACM Web Conference 2023, 3689-3700, 2023
A GPU based Real-Time CUDA implementation for obtaining Visual Saliency
R Agrawal, S Gupta, J Mukherjee, RK Layek
Proceedings of the 2014 Indian Conference on Computer Vision Graphics and …, 2014
Correlation, prediction and ranking of evaluation metrics in information retrieval
S Gupta, M Kutlu, V Khetan, M Lease
Advances in Information Retrieval: 41st European Conference on IR Research …, 2019
A fully automated, faster noise rejection approach to increasing the analytical capability of chemical imaging for digital histopathology
S Gupta, S Mittal, A Kajdacsy-Balla, R Bhargava, C Bajaj
PloS one 14 (4), e0205219, 2019
Scalable unidirectional Pareto optimality for multi-task learning with constraints
S Gupta, G Singh, R Bollapragada, M Lease
arXiv preprint arXiv:2110.15442, 2021
Range-Net: A high precision streaming SVD for big data applications
G Singh, S Gupta, M Lease, C Dawson
arXiv preprint arXiv:2010.14226, 2020
HOFS: Higher order mutual information approximation for feature selection in R
K Gajowniczek, J Wu, S Gupta, C Bajaj
SoftwareX 19, 101148, 2022
Higher Order Mutual Information Approximation for Feature Selection
J Wu, S Gupta, C Bajaj
arXiv preprint arXiv:1612.00554, 2016
A Hybrid 2-stage Neural Optimization for Pareto Front Extraction
G Singh, S Gupta, M Lease, C Dawson
arXiv preprint arXiv:2101.11684, 2021
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection
V Kovatchev, S Gupta, A Das, M Lease
arXiv preprint arXiv:2204.07661, 2022
SCA-Net: A self-correcting two-layer autoencoder for hyper-spectral unmixing
G Singh, S Gupta, C Dawson
arXiv preprint arXiv:2102.05713, 2021
Streaming singular value decomposition for big data applications
G Singh, S Gupta, M Lease, C Dawson
arXiv preprint arXiv:2010.14226, 2020
TIME: A transparent, interpretable, model-adaptive and explainable neural network for dynamic physical processes
G Singh, S Gupta, M Lease, CN Dawson
arXiv preprint arXiv:2003.02426, 2020
A Streaming model for Generalized Rayleigh with extension to Minimum Noise Fraction
S Gupta, C Bajaj
2019 IEEE International Conference on Big Data (Big Data), 74-83, 2019
Efficient clustering-based noise covariance estimation for maximum noise fraction
S Gupta, C Bajaj
Computer Vision, Pattern Recognition, Image Processing, and Graphics: 6th …, 2018
Psychovisual saliency in color images
S Gupta, R Agrawal, R Layek, J Mukhopadhyay
2013 Fourth National Conference on Computer Vision, Pattern Recognition …, 2013
Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection
S Gupta, V Kovatchev, M De-Arteaga, M Lease
arXiv preprint arXiv:2407.11933, 2024
Learning a neural Pareto manifold extractor with constraints
S Gupta, G Singh, R Bollapragada, M Lease
Uncertainty in Artificial Intelligence, 749-758, 2022
Pareto Solutions vs Dataset Optima: Concepts and Methods for Optimizing Competing Objectives with Constraints in Retrieval
S Gupta, G Singh, A Das, M Lease
Proceedings of the 2021 ACM SIGIR International Conference on Theory of …, 2021
Tail-Net: Extracting Lowest Singular Triplets for Big Data Applications
G Singh, S Gupta
arXiv preprint arXiv:2104.13968, 2021
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