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SKIing on Simplices: Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes

Jun 12, 2021
Sanyam Kapoor, Marc Finzi, Ke Alexander Wang, Andrew Gordon Wilson

* International Conference on Machine Learning (ICML), 2021 

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Variational Auto-Regressive Gaussian Processes for Continual Learning

Jun 09, 2020
Sanyam Kapoor, Theofanis Karaletsos, Thang D. Bui

* Preprint. Under review 

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First-Order Preconditioning via Hypergradient Descent

Oct 18, 2019
Ted Moskovitz, Rui Wang, Janice Lan, Sanyam Kapoor, Thomas Miconi, Jason Yosinski, Aditya Rawal

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Backplay: "Man muss immer umkehren"

Sep 28, 2018
Cinjon Resnick, Roberta Raileanu, Sanyam Kapoor, Alexander Peysakhovich, Kyunghyun Cho, Joan Bruna

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Multi-Agent Reinforcement Learning: A Report on Challenges and Approaches

Jul 25, 2018
Sanyam Kapoor

* 25 pages, 6 figures 

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