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Sanket Kamthe
Sanket Kamthe
Imperial College London, JPMorgan Chase
Verified email at jpmchase.com - Homepage
Title
Cited by
Cited by
Year
Data-efficient reinforcement learning with probabilistic model predictive control
S Kamthe, M Deisenroth
AISTATS 2018, 1701-1710, 2018
2702018
Interaction primitives for human-robot cooperation tasks
HB Amor, G Neumann, S Kamthe, O Kroemer, J Peters
2014 IEEE international conference on robotics and automation (ICRA), 2831-2837, 2014
2532014
Copula flows for synthetic data generation
S Kamthe, S Assefa, M Deisenroth
arXiv preprint arXiv:2101.00598, 2021
432021
Iterative state estimation in non-linear dynamical systems using approximate expectation propagation
S Kamthe, S Takao, S Mohamed, MP Deisenroth
Transactions on Machine Learning Research, 2022
42022
Enhancing privacy against inversion attacks in federated learning by using mixing gradients strategies
S Eloul, F Silavong, S Kamthe, A Georgiadis, SJ Moran
arXiv preprint arXiv:2204.12495, 2022
22022
Multi-modal filtering for non-linear estimation
S Kamthe, J Peters, MP Deisenroth
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
22014
Mixing Gradients in Neural Networks as a Strategy To Enhance Privacy in Federated Learning
S Eloul, F Silavong, S Kamthe, A Georgiadis, SJ Moran
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
12024
Systems and methods for scalable and flexible federated learning frameworks
F SILAVONG, S ELOUL, A GEORGIADIS, S KAMTHE, S Moran
US Patent App. 18/452,010, 2024
2024
Systems and methods for generating runtime predictions in distributed computer architectures
K Lu, S Kamthe, O Rasskazov, MD Filimon, I Nistoreanu, S Moran, ...
US Patent App. 17/813,819, 2024
2024
Systems and methods for federated model validation and data verification
S Eloul, S Moran, F Silavong, S Kamthe, A Georgiadis
US Patent App. 18/156,607, 2023
2023
Systems and methods for mixed precision machine learning with fully homomorphic encryption
S Kamthe, S Moran, J Mendel
US Patent App. 17/511,895, 2023
2023
Systems and methods for synthetic data generation using copula flows
S Kamthe, SA Assefa, PP Reddy, M Veloso
US Patent App. 17/456,710, 2022
2022
Probabilistic models for data efficient reinforcement learning
S Kamthe
Imperial College London, 2021
2021
Optimal Threshold Scheduler for Cellular Networks
S Kamthe, S Gopinath
arXiv preprint arXiv:1303.0136, 2013
2013
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Articles 1–14