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Optimization with sparsity-inducing penalties
Optimization with sparsity-inducing penalties
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Optimization with sparsity-inducing penalties

Bach, Francis

Foundations and trends in machine learning, 2012, Vol.4 (1), p.1-106 [Revista revisada por pares]

Hanover, Mass: Now Publishers

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2
A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring
A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring
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A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring

Dissanayake, Oshana ; Riaboff, Lucile ; McPherson, Sarah E ; Kennedy, Emer ; Cunningham, Pádraig

Expert systems with applications, 2024-08 [Revista revisada por pares]

Elsevier

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3
Mining gold from implicit models to improve likelihood-free inference
Mining gold from implicit models to improve likelihood-free inference
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Mining gold from implicit models to improve likelihood-free inference

Brehmer, Johann ; Louppe, Gilles ; Pavez, Juan ; Cranmer, Kyle

Proceedings of the National Academy of Sciences - PNAS, 2020-03, Vol.117 (10), p.5242-5249 [Revista revisada por pares]

United States: National Academy of Sciences

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4
Kernel Operations on the GPU, with Autodiff, without Memory Overflows
Kernel Operations on the GPU, with Autodiff, without Memory Overflows
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Kernel Operations on the GPU, with Autodiff, without Memory Overflows

Charlier, Benjamin ; Feydy, Jean ; Glaunès, Joan Alexis ; François-David, Collin ; Durif, Ghislain

Journal of machine learning research, 2021-01, Vol.22 (74), p.1-6 [Revista revisada por pares]

Ithaca: Cornell University Library, arXiv.org

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5
A Contextual Bandit Bake-off
A Contextual Bandit Bake-off
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A Contextual Bandit Bake-off

Bietti, Alberto ; Agarwal, Alekh ; Langford, John

Journal of machine learning research, 2021-01, Vol.22 (133), p.1-49 [Revista revisada por pares]

Ithaca: Cornell University Library, arXiv.org

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6
Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(\epsilon^{-7/4})$ Complexity
Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(\epsilon^{-7/4})$ Complexity
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Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(\epsilon^{-7/4})$ Complexity

Li, Huan ; Lin, Zhouchen

2023-01

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7
Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification
Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification
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Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification

Zhang, Gavin ; Fattahi, Salar ; Zhang, Richard Y

2023-01

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8
Toric Geometry of Entropic Regularization
Toric Geometry of Entropic Regularization
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Toric Geometry of Entropic Regularization

Sturmfels, Bernd ; Telen, Simon ; Vialard, François-Xavier ; Max von Renesse

Journal of symbolic computation, 2024 [Revista revisada por pares]

Ithaca: Cornell University Library, arXiv.org

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9
Unbalanced Optimal Transport, from Theory to Numerics
Unbalanced Optimal Transport, from Theory to Numerics
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Unbalanced Optimal Transport, from Theory to Numerics

Séjourné, Thibault ; Peyré, Gabriel ; Vialard, François-Xavier

2022-11

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10
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
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On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)

Washim Uddin Mondal ; Agarwal, Mridul ; Aggarwal, Vaneet ; Ukkusuri, Satish V

arXiv.org, 2022-01 [Revista revisada por pares]

Ithaca: Cornell University Library, arXiv.org

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