Sotabase

Career

· AI Architect, Smart Dust Systems2025–
· PhD - Computer Science, The University of Texas at Austin2018–2025

Publications (27)

Same Same, But Different: Conditional Multi-Task Learning for Demographic-Specific Toxicity Detection
The Web Conference · 2023
17
cited
A GPU based Real-Time CUDA implementation for obtaining Visual Saliency
Indian Conference on Computer Vision, Graphics & Image Processing · 2014
9
cited
Correlation, Prediction and Ranking of Evaluation Metrics in Information Retrieval
European Conference on Information Retrieval · 2019
7
cited
Scalable Uni-directional Pareto Optimality for Multi-Task Learning with Constraints
arXiv.org · 2021
7
cited
A fully automated, faster noise rejection approach to increasing the analytical capability of chemical imaging for digital histopathology
PLoS ONE · 2019
6
cited
A Hybrid 2-stage Neural Optimization for Pareto Front Extraction
2021
4
cited
Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection
arXiv.org · 2024
4
cited
Higher Order Mutual Information Approximation for Feature Selection
arXiv.org · 2016
4
cited
HOFS: Higher order mutual information approximation for feature selection in R
SoftwareX · 2022
4
cited
Finding Pareto trade-offs in fair and accurate detection of toxic speech
Information Research · 2022
2
cited
SCA-Net: A Self-Correcting Two-Layer Autoencoder for Hyper-spectral Unmixing
arXiv.org · 2021
2
cited
Streaming Singular Value Decomposition for Big Data Applications
arXiv.org · 2020
2
cited
TIME: A Transparent, Interpretable, Model-Adaptive and Explainable Neural Network for Dynamic Physical Processes
arXiv.org · 2020
2
cited
A Streaming model for Generalized Rayleigh with extension to Minimum Noise Fraction
2019 IEEE International Conference on Big Data (Big Data) · 2019
1
cited
Efficient Clustering-Based Noise Covariance Estimation for Maximum Noise Fraction
National Conference on Computer Vision, Pattern Recognition, Image Processing, and Graphics · 2017
1
cited
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection
arXiv.org · 2022
1
cited
Fairness-Aware Multi-Group Target Detection in Online Discussion
2024
1
cited
Learning a neural Pareto manifold extractor with constraints
Conference on Uncertainty in Artificial Intelligence · 2022
1
cited
Pareto Solutions vs Dataset Optima: Concepts and Methods for Optimizing Competing Objectives with Constraints in Retrieval
International Conference on the Theory of Information Retrieval · 2021
1
cited
Psychovisual saliency in color images
National Conference on Computer Vision, Pattern Recognition, Image Processing, and Graphics · 2013
1
cited
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Soumyajit Gupta | Researcher Profile | Sotabase | Sotabase