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Chanakya Ekbote
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Biological sequence design with gflownets
M Jain, E Bengio, A Hernandez-Garcia, J Rector-Brooks, BFP Dossou, ...
International Conference on Machine Learning, 9786-9801, 2022
1222022
A piece-wise polynomial filtering approach for graph neural networks
V Lingam, M Sharma, C Ekbote, R Ragesh, A Iyer, S Sellamanickam
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
62022
Optimal deployment strategy for relay based UAV assisted cooperative communication for emergency applications
NL Prasad, CA Ekbote, B Ramkumar
2021 National Conference on Communications (NCC), 1-6, 2021
42021
Stochastic game frameworks for efficient energy management in microgrid networks
S Nayak, CA Ekbote, APS Chauhan, RB Diddigi, P Ray, A Sikdar, ...
2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 116-120, 2020
42020
Consistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions
C Ekbote, M Jain, P Das, Y Bengio
Human in the Loop Learning (HiLL) Workshop at NeurIPS 2022, 2022
22022
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
AV Makkuva, M Bondaschi, C Ekbote, A Girish, A Nagle, H Kim, ...
arXiv preprint arXiv:2406.03072, 2024
2024
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations
C Ekbote, AP Deshpande, A Iyer, R Bairi, S Sellamanickam
37th Conference on Neural Information Processing Systems (NeurIPS 2023), 2023
2023
Effective Polynomial Filter Adaptation for Graph Neural Networks
V Lingam, CA Ekbote, M Sharma, R Ragesh, A Iyer, S SELLAMANICKAM
2021
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Articles 1–8