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Refinado por: assunto: Computer Science - Learning remover assunto: Statistics - Machine Learning remover
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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

arXiv.org, 2023-04 [Periódico revisado por pares]

Ithaca: Cornell University Library, arXiv.org

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2
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 [Periódico revisado por pares]

United States: National Academy of Sciences

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3
Learning to Reconstruct Signals From Binary Measurements
Learning to Reconstruct Signals From Binary Measurements
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Learning to Reconstruct Signals From Binary Measurements

Tachella, Julián ; Laurent, Jacques

arXiv.org, 2023-11 [Periódico revisado por pares]

Ithaca: Cornell University Library, arXiv.org

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4
Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control
Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control
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Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control

Gupta, Gunshi ; Yadav, Karmesh ; Gal, Yarin ; Batra, Dhruv ; Kira, Zsolt ; Lu, Cong ; Rudner, Tim G. J

2024-05

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5
Harmonizing Program Induction with Rate-Distortion Theory
Harmonizing Program Induction with Rate-Distortion Theory
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Harmonizing Program Induction with Rate-Distortion Theory

Zhou, Hanqi ; Nagy, David G ; Wu, Charley M

2024-05

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6
Neural Networks beyond explainability: Selective inference for sequence motifs
Neural Networks beyond explainability: Selective inference for sequence motifs
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Neural Networks beyond explainability: Selective inference for sequence motifs

Villié, Antoine ; Veber, Philippe ; de Castro, Yohann ; Jacob, Laurent

arXiv.org, 2022-12 [Periódico revisado por pares]

Ithaca: Cornell University Library, arXiv.org

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7
Autoformalizing Euclidean Geometry
Autoformalizing Euclidean Geometry
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Autoformalizing Euclidean Geometry

Murphy, Logan ; Yang, Kaiyu ; Sun, Jialiang ; Li, Zhaoyu ; Anandkumar, Anima ; Si, Xujie

2024-05

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8
Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning
Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning
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Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning

Shamsoshoara, Alireza ; Lotfi, Fatemeh ; Mousavi, Sajad ; Afghah, Fatemeh ; Ismail Guvenc

arXiv.org, 2023-06

Ithaca: Cornell University Library, arXiv.org

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9
When stakes are high: balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates
When stakes are high: balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates
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When stakes are high: balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates

Henckaerts, Roel ; Antonio, Katrien ; Marie-Pier Côté

Expert systems with applications, 2020-12 [Periódico revisado por pares]

Ithaca: Cornell University Library, arXiv.org

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10
Nash Learning from Human Feedback
Nash Learning from Human Feedback
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Nash Learning from Human Feedback

Munos, Rémi ; Valko, Michal ; Calandriello, Daniele ; Azar, Mohammad Gheshlaghi ; Rowland, Mark ; Guo, Zhaohan Daniel ; Tang, Yunhao ; Geist, Matthieu ; Mesnard, Thomas ; Michi, Andrea ; Selvi, Marco ; Girgin, Sertan ; Momchev, Nikola ; Bachem, Olivier ; Mankowitz, Daniel J ; Precup, Doina ; Piot, Bilal

arXiv.org, 2024-06

Ithaca: Cornell University Library, arXiv.org

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