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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
1912022
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
92022
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
92020
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
72021
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
AV Makkuva, M Bondaschi, C Ekbote, A Girish, A Nagle, H Kim, ...
38th Conference on Neural Information Processing Systems (NeurIPS 2024), 2024
62024
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
42023
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
42022
Understanding the Emergence of Multimodal Representation Alignment
M Tjandrasuwita, C Ekbote, L Ziyin, PP Liang
arXiv preprint arXiv:2502.16282, 2025
12025
Tissue reassembly with generative AI
T Yu, C Ekbote, N Morozov, J Fan, P Frossard, S d'Ascoli, M Brbic
bioRxiv, 2025.02. 13.638045, 2025
2025
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