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Exact and Approximate Hierarchical Clustering Using A*


Apr 14, 2021
Craig S. Greenberg, Sebastian Macaluso, Nicholas Monath, Avinava Dubey, Patrick Flaherty, Manzil Zaheer, Amr Ahmed, Kyle Cranmer, Andrew McCallum

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* 30 pages, 9 figures 

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Hierarchical clustering in particle physics through reinforcement learning


Nov 16, 2020
Johann Brehmer, Sebastian Macaluso, Duccio Pappadopulo, Kyle Cranmer

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* Accepted at the Machine Learning and the Physical Sciences workshop at NeurIPS 2020 

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Compact Representation of Uncertainty in Hierarchical Clustering


Feb 26, 2020
Craig S. Greenberg, Sebastian Macaluso, Nicholas Monath, Ji-Ah Lee, Patrick Flaherty, Kyle Cranmer, Andrew McGregor, Andrew McCallum

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* 21 pages, 5 figures 

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