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IDEPHICS2 - Information, Learning & Physics Laboratory (SB/STI)	32 records found 1 - 10	Search took 0.27 seconds.

1.	Gaussian universality of perceptrons with random labels Gerace, Federica ; Krzakala, Florent ; Loureiro, Bruno ; Stephan, Ludovic[...] Physical Review E, 109 (3), 034305 (2024) 08 March 2024 \| Journal Articles \| Detailed record - Similar records
2.	PDF Erba_2024_J._Stat._Mech._2024_013403 Statistical mechanics of the maximum-average submatrix problem Erba, Vittorio ; Krzakala, Florent ; Perez Ortiz, Rodrigo ; Zdeborova, Lenka Journal Of Statistical Mechanics-Theory And Experiment, 2024 (1), 013403 (2024) 01 January 2024 \| Journal Articles \| Detailed record - Similar records
3.	PDF Loureiro_2023_J._Stat._Mech._2023_114001 Fluctuations, bias, variance and ensemble of learners: exact asymptotics for convex losses in high-dimension Loureiro, Bruno ; Gerbelot, Cedric ; Refinetti, Maria ; Sicuro, Gabriele[...] Journal Of Statistical Mechanics-Theory And Experiment, 2023 (11), 114001 (2023) 01 November 2023 \| Journal Articles \| Detailed record - Similar records
4.	PDF Veiga_2023_J._Stat._Mech._2023_114008 Phase diagram of stochastic gradient descent in high-dimensional two-layer neural networks Veiga, Rodrigo ; Stephan, Ludovic ; Loureiro, Bruno ; Krzakala, Florent[...] Journal Of Statistical Mechanics-Theory And Experiment, 2023 (11), 114008 (2023) 01 November 2023 \| Journal Articles \| Detailed record - Similar records
5.	Bayes-optimal inference for spreading processes on random networks Ghio, Davide ; Aragon, Antoine L. M. ; Biazzo, Indaco ; Zdeborova, Lenka Physical Review E, 108 (4), 044308 (2023) 16 October 2023 \| Journal Articles \| Detailed record - Similar records
6.	Artificial Neural Network Training on an Optical Processor via Direct Feedback Alignment Müller, Kilian ; Launay, Julien ; Poli, Iacopo ; Filipovich, Matthew[...] 2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC), 1-1 (2023) 2023 \| Conference Papers \| Detailed record - Similar records
7.	Compressed sensing with ℓ 0-norm: statistical physics analysis & algorithms for signal recovery Barbier, D. ; Lucibello, C. ; Saglietti, L. ; Krzakala, F.[...] 2023 Ieee Information Theory Workshop, Itw, 323-328 (2023) 01 January 2023 \| Conference Papers \| Detailed record - Similar records
8.	PDF Clarté_2023_Mach._Learn. _Sci._Technol._4_025029 Theoretical characterization of uncertainty in high-dimensional linear classification Clarte, Lucas ; Loureiro, Bruno ; Krzakala, Florent ; Zdeborova, Lenka Machine Learning-Science And Technology, 4 (2), 025029 (2023) 01 June 2023 \| Journal Articles \| Detailed record - Similar records
9.	PDF 2004.01571 Tree-AMP: Compositional Inference with Tree Approximate Message Passing Baker, Antoine ; Aubin, Benjamin ; Krzakala, Florent ; Zdeborová, Lenka Journal of Machine Learning Research, 24 (57), 1--89 (2023) 2023 \| Journal Articles \| Detailed record - Similar records
10.	PDF Cornacchia_2023_Mach._Learn.__Sci._Technol._4_015019 Learning curves for the multi-class teacher-student perceptron Cornacchia, Elisabetta ; Mignacco, Francesca ; Veiga, Rodrigo ; Gerbelot, Cedric[...] Machine Learning-Science And Technology, 4 (1), 015019 (2023) 01 March 2023 \| Journal Articles \| Detailed record - Similar records

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