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Consistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions


Nov 02, 2022
Chanakya Ekbote, Moksh Jain, Payel Das, Yoshua Bengio

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* 9 Pages, 10 Figures 

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Biological Sequence Design with GFlowNets


Mar 02, 2022
Moksh Jain, Emmanuel Bengio, Alex-Hernandez Garcia, Jarrid Rector-Brooks, Bonaventure F. P. Dossou, Chanakya Ekbote, Jie Fu, Tianyu Zhang, Micheal Kilgour, Dinghuai Zhang, Lena Simine, Payel Das, Yoshua Bengio

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* 15 pages, 3 figures. Code available at: https://github.com/MJ10/BioSeq-GFN-AL 

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A Piece-wise Polynomial Filtering Approach for Graph Neural Networks


Dec 07, 2021
Vijay Lingam, Chanakya Ekbote, Manan Sharma, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam

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* 28 pages, 9 figures, Under Review 

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