Seuraa
Rahul Ghosh
Rahul Ghosh
Applied Scientist Amazon, PhD University of Minnesota
Vahvistettu sähköpostiosoite verkkotunnuksessa umn.edu
Nimike
Viittaukset
Viittaukset
Vuosi
A novel deep learning architecture for sentiment classification
R Ghosh, K Ravi, V Ravi
2016 3rd international conference on recent advances in information …, 2016
442016
A statistically-guided deep network transformation and moderation framework for data with spatial heterogeneity
Y Xie, E He, X Jia, H Bao, X Zhou, R Ghosh, P Ravirathinam
2021 IEEE International Conference on Data Mining (ICDM), 767-776, 2021
302021
Regionalization in a global hydrologic deep learning model: from physical descriptors to random vectors
X Li, A Khandelwal, X Jia, K Cutler, R Ghosh, A Renganathan, S Xu, ...
Water Resources Research 58 (8), e2021WR031794, 2022
192022
ReaLSAT, a global dataset of reservoir and lake surface area variations
A Khandelwal, A Karpatne, P Ravirathinam, R Ghosh, Z Wei, HA Dugan, ...
Scientific data 9 (1), 356, 2022
192022
Fairness by “Where”: A Statistically-Robust and Model-Agnostic Bi-level Learning Framework
Y Xie, E He, X Jia, W Chen, S Skakun, H Bao, Z Jiang, R Ghosh, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12208 …, 2022
172022
Toward large-scale mapping of tree crops with high-resolution satellite imagery and deep learning algorithms: A case study of olive orchards in Morocco
C Lin, Z Jin, D Mulla, R Ghosh, K Guan, V Kumar, Y Cai
Remote Sensing 13 (9), 1740, 2021
162021
Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology
R Ghosh, A Renganathan, K Tayal, A Khandelwal, X Jia, X Li, J Neiber, ...
KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge …, 2022
13*2022
Semi-supervised classification using attention-based regularization on coarse-resolution data
G Nayak, R Ghosh, X Jia, V Mithafi, V Kumar
Proceedings of the 2020 SIAM International Conference on Data Mining, 253-261, 2020
132020
Effect of temper condition on the corrosion and fatigue performance of AA2219 aluminum alloy
R Ghosh, A Venugopal, GS Rao, P Ramesh Narayanan, B Pant, ...
Journal of Materials Engineering and Performance 27, 423-433, 2018
122018
Elitist quantum-inspired differential evolution based wrapper for feature subset selection
V Srikrishna, R Ghosh, V Ravi, K Deb
Multi-disciplinary Trends in Artificial Intelligence: 9th International …, 2015
122015
Calcrop21: A georeferenced multi-spectral dataset of satellite imagery and crop labels
R Ghosh, P Ravirathinam, X Jia, A Khandelwal, D Mulla, V Kumar
2021 IEEE International Conference on Big Data (Big Data), 1625-1632, 2021
102021
Attention-augmented spatio-temporal segmentation for land cover mapping
R Ghosh, P Ravirathinam, X Jia, C Lin, Z Jin, V Kumar
2021 IEEE International Conference on Big Data (Big Data), 1399-1408, 2021
102021
Spatial-net: a self-adaptive and model-agnostic deep learning framework for spatially heterogeneous datasets
Y Xie, X Jia, H Bao, X Zhou, J Yu, R Ghosh, P Ravirathinam
Proceedings of the 29th international conference on advances in geographic …, 2021
102021
Model-agnostic methods for text classification with inherent noise
K Tayal, R Ghosh, V Kumar
Proceedings of the 28th international conference on computational …, 2020
82020
Sailing in the location-based fairness-bias sphere
E He, Y Xie, X Jia, W Chen, H Bao, X Zhou, Z Jiang, R Ghosh, ...
Proceedings of the 30th International Conference on Advances in Geographic …, 2022
72022
Clustering augmented self-supervised learning: an application to land cover mapping
R Ghosh, X Jia, L Yin, C Lin, Z Jin, V Kumar
Proceedings of the 30th International Conference on Advances in Geographic …, 2022
72022
Phonetic, semantic, and articulatory features in assamese-bengali cognate detection
A Nath, R Ghosh, N Krishnaswamy
Proceedings of the Ninth Workshop on NLP for Similar Languages, Varieties …, 2022
72022
Land cover mapping in limited labels scenario: A survey
R Ghosh, X Jia, V Kumar
arXiv preprint arXiv:2103.02429, 2021
72021
Invertibility aware integration of static and time-series data: An application to lake temperature modeling
K Tayal, X Jia, R Ghosh, J Willard, J Read, V Kumar
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022
62022
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin
L Yin, R Ghosh, C Lin, D Hale, C Weigl, J Obarowski, J Zhou, J Till, X Jia, ...
Remote Sensing of Environment 295, 113695, 2023
52023
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