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Large-Scale Optimal Transport and Mapping Estimation
This paper presents a novel two-step approach for the fundamental proble...
11/07/2017 ∙ by Vivien Seguy, et al. ∙
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Multi-output Polynomial Networks and Factorization Machines
Factorization machines and polynomial networks are supervised polynomial...
05/22/2017 ∙ by Mathieu Blondel, et al. ∙
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Differentiable Dynamic Programming for Structured Prediction and Attention
Dynamic programming (DP) solves a variety of structured combinatorial pr...
02/11/2018 ∙ by Arthur Mensch, et al. ∙
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Learning with Fenchel-Young Losses
Over the past decades, numerous loss functions have been been proposed f...
01/08/2019 ∙ by Mathieu Blondel, et al. ∙
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Mathieu Blondel
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Research scientist at NTT CS labs, scikit-learn core developer. I tweet mainly about machine learning research and scientific programming in Python.
