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B. Aditya Prakash

End-to-End Stochastic Optimization with Energy-Based Model

Nov 25, 2022
Lingkai Kong, Jiaming Cui, Yuchen Zhuang, Rui Feng, B. Aditya Prakash, Chao Zhang

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* NeurIPS 2022 Oral

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Differentiable Agent-based Epidemiology

Jul 20, 2022
Ayush Chopra, Alexander Rodríguez, Jayakumar Subramanian, Balaji Krishnamurthy, B. Aditya Prakash, Ramesh Raskar

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* 14 pages, 5 figures

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Data-Centric Epidemic Forecasting: A Survey

Jul 20, 2022
Alexander Rodríguez, Harshavardhan Kamarthi, Pulak Agarwal, Javen Ho, Mira Patel, Suchet Sapre, B. Aditya Prakash

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* 67 pages, 12 figures

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EINNs: Epidemiologically-Informed Neural Networks

Feb 21, 2022
Alexander Rodríguez, Jiaming Cui, Naren Ramakrishnan, Bijaya Adhikari, B. Aditya Prakash

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* 9 pages, 3 figures

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CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting

Sep 15, 2021
Harshavardhan Kamarthi, Lingkai Kong, Alexander Rodríguez, Chao Zhang, B. Aditya Prakash

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* 16 pages, 4 figures

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Incorporating Expert Guidance in Epidemic Forecasting

Dec 24, 2020
Alexander Rodríguez, Bijaya Adhikari, Naren Ramakrishnan, B. Aditya Prakash

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* Appears in SIGKDD 2020 epiDAMIK

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