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Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models
Neural Information Processing Systems
The deviated model can be motivated by many applications in science.
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Faster Linear Algebra for Distance Matrices
Neural Information Processing Systems
Such complexities are prohibitive for scaling to large datasets.
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Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning
Valerio Perrone, Huibin Shen, Matthias W. Seeger, Cedric Archambeau, Rodolphe Jenatton
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks
Jeffrey Chan, Valerio Perrone, Jeffrey Spence, Paul Jenkins, Sara Mathieson, Yun Song
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Neural Information Processing Systems http://nips.cc/
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