Подписаться
Rahul Ghosh
Rahul Ghosh
Applied Scientist Amazon, PhD University of Minnesota
Подтвержден адрес электронной почты в домене umn.edu
Название
Процитировано
Процитировано
Год
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
512021
A novel deep learning architecture for sentiment classification
R Ghosh, K Ravi, V Ravi
2016 3rd international conference on recent advances in information …, 2016
422016
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
352022
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
332022
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
322022
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
292021
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
262023
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
262022
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
202021
A flexible and efficient knowledge-guided machine learning data assimilation (KGML-DA) framework for agroecosystem prediction in the US Midwest
Q Yang, L Liu, J Zhou, R Ghosh, B Peng, K Guan, J Tang, W Zhou, ...
Remote sensing of environment 299, 113880, 2023
192023
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
192022
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
152015
A deep transfer learning framework for mapping high spatiotemporal resolution LAI
J Zhou, Q Yang, L Liu, Y Kang, X Jia, M Chen, R Ghosh, S Xu, C Jiang, ...
ISPRS Journal of Photogrammetry and Remote Sensing 206, 30-48, 2023
142023
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
142021
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
142020
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
132021
Harnessing heterogeneity in space with statistically guided meta-learning
Y Xie, W Chen, E He, X Jia, H Bao, X Zhou, R Ghosh, P Ravirathinam
Knowledge and information systems 65 (6), 2699-2729, 2023
112023
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
112022
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
112022
Model-agnostic methods for text classification with inherent noise
K Tayal, R Ghosh, V Kumar
Proceedings of the 28th international conference on computational …, 2020
102020
В данный момент система не может выполнить эту операцию. Повторите попытку позднее.
Статьи 1–20