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Joydeep Ghosh
Joydeep Ghosh
(Chaired) Professor, ECE Dept., Univ. Texas at Austin; Faculty Dell Med, UT-Comp. Sc., McCombs
Verified email at utexas.edu - Homepage
Title
Cited by
Year
Adjuvant therapy may improve overall survival in high-risk periampullary adenocarcinomas patients–a match-pair analysis from a multi-institutional cohort study (The MIPPAP study)
A Ramaswamy, V Chaudhari, S Srinivas, P Bhargava, S Kannan, ...
HPB, 2024
2024
Achieving Fairness Across Local and Global Models in Federated Learning
D Makhija, X Han, J Ghosh, Y Kim
arXiv preprint arXiv:2406.17102, 2024
2024
Faster-ce: fast, sparse, transparent, and robust counterfactual explanations
S Sharma, A Gee, J Henderson, J Ghosh
IFIP International Conference on Artificial Intelligence Applications and …, 2024
32024
Demographic Characteristics and Treatment Outcomes of Advanced Renal Cell Carcinoma With Clear Cell Histology: A Single-Center Experience From India
S Roy, B Biswas, D Dabkara, S Ganguly, J Ghosh, A Bhattacharjee, K Ray, ...
Cureus 16 (6), 2024
2024
Efficient machine learning-assisted failure analysis method for circuit-level defect prediction
J Ghosh
Machine Learning with Applications 16, 100537, 2024
2024
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors
V Lingam, A Tejaswi, A Vavre, A Shetty, GK Gudur, J Ghosh, A Dimakis, ...
arXiv preprint arXiv:2405.19597, 2024
2024
Treatment pattern and outcomes of leptomeningeal carcinomatosis in India–a retrospective study
G Goyal, A Singh, M Avaronnan, NV Raut, V Talreja, A Chandrasekharan, ...
The Lancet Regional Health-Southeast Asia 24, 2024
2024
Exploring Explainability in Video Action Recognition
A Saha, S Gupta, SK Ankireddy, K Chahine, J Ghosh
arXiv preprint arXiv:2404.09067, 2024
2024
Novel Node Category Detection Under Subpopulation Shift
HH Chung, S Chaudhari, Y Wald, X Han, J Ghosh
arXiv preprint arXiv:2404.01216, 2024
2024
Federated Learning for Estimating Heterogeneous Treatment Effects
D Makhija, J Ghosh, Y Kim
arXiv preprint arXiv:2402.17705, 2024
2024
Designing robust transformers using robust kernel density estimation
X Han, T Ren, T Nguyen, K Nguyen, J Ghosh, N Ho
Advances in Neural Information Processing Systems 36, 2024
42024
Controversies in Management of Localized Prostate Cancer: Before and After Radical Local Therapy
J Ghosh, A Ghose
UroCancer Clinics of India 2 (1), 14-16, 2024
2024
Incremental unsupervised domain adaptation on evolving graphs
HH Chung, J Ghosh
Conference on Lifelong Learning Agents, 683-702, 2023
12023
Augmented intelligence system impartiality assessment engine
J Ghosh, J Henderson, M Sanchez
US Patent 11,783,292, 2023
12023
Augmented intelligence explainability with recourse
J Ghosh, J Henderson, M Sanchez
US Patent 11,741,429, 2023
2023
Efficient Forecasting of Large-Scale Hierarchical Time Series via Multilevel Clustering
X Han, T Ren, J Hu, J Ghosh, N Ho
Engineering Proceedings 39 (1), 31, 2023
22023
A Novel Control-Variates Approach for Performative Gradient-Based Learners with Missing Data
X Han, J Hu, J Ghosh
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
2023
Privacy Preserving Bayesian Federated Learning in Heterogeneous Settings
D Makhija, J Ghosh, N Ho
arXiv preprint arXiv:2306.07959, 2023
12023
Framework for explainability with recourse of black-box trained classifiers and assessment of fairness and robustness of black-box trained classifiers
J Ghosh, S Sharma, J Henderson, M Sanchez
US Patent 11,645,620, 2023
72023
Robustness score for an opaque model
J Ghosh, J Henderson, M Sanchez
US Patent 11,636,284, 2023
2023
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