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Collection : Universite Jean Moulin - Lyon 3

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On theories of everything : are physicists actually 'lost in math'?

Authors : Parrochia, Daniel;

Subjects: Theories of everything; String Theory; GUTs

Source: https://hal.science/hal-03286062 ; 2021.

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Combinatoric, mimetic and non mimetic aspects of creativity

Authors : Parrochia, Daniel;

Subjects: Creativity in nature inventive stimulation combinatorics Lull mathematical creativity Ramanujan Grothendieck; Creativity in nature; inventive stimulation

Source: https://hal.science/hal-04524062 ; 2024.

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Academic Journal

Predicting missing Energy Performance Certificates: Spatial interpolation of mixture distributions ; Prédire les DPE manquants : Interpolation spatiale de distributions de mélanges

Authors : Grossouvre, Marc; Rullière, Didier; Villot, Jonathan ...

Subjects: Climate governance; Energy efficiency; Multi-scale processes

Source: ISSN: 2666-5468 ; Energy and IA ; https://hal.science/hal-03276127 ; Energy and IA, In press, 16, pp.100339. ⟨10.1016/j.egyai.2024.100339⟩.

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A multilevel framework for accelerating uSARA in radio-interferometric imaging

Authors : Lauga, Guillaume; Repetti, Audrey; Riccietti, Elisa ...

Subjects: Multilevel; Proximal methods; Radio-interferometry

Source: https://inria.hal.science/hal-04509285 ; 2024.

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Conference

Does a sparse ReLU network training problem always admit an optimum?

Authors : Le, Quoc-Tung; Riccietti, Elisa; Gribonval, Rémi ...

Subjects: Topology; Best Approximation Property; Sparse ReLU Neural NetworkNew Orleans (Lousiane); United States

Source: Thirty-seventh Conference on Neural Information Processing Systems ; https://inria.hal.science/hal-04108849 ; Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, New Orleans

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Conference

Coordinate Descent for SLOPE

Authors : Larsson, Johan; Klopfenstein, Quentin; Massias, Mathurin ...

Subjects: [MATH]Mathematics [math]Valencia; Spain

Source: Proceedings of The 26th International Conference on Artificial Intelligence and Statistics ; 26th International Conference on Artificial Intelligence and Statistics - AISTATS 2023 ;

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Conference

Does a sparse ReLU network training problem always admit an optimum?

Authors : Le, Quoc-Tung; Riccietti, Elisa; Gribonval, Rémi ...

Subjects: Topology; Best Approximation Property; Sparse ReLU Neural NetworkNew Orleans (Lousiane); United States

Source: NeurIPS 2023 - Thirty-seventh Conference on Neural Information Processing Systems ; https://inria.hal.science/hal-04108849 ; NeurIPS 2023 - Thirty-seventh Conference on Neural Information Processing

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Conference

Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

Authors : Marcotte, Sibylle; Gribonval, Rémi; Peyré, Gabriel ...

Subjects: [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]; [INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]New Orleans (Louisiane); United States

Source: Thirty-seventh Conference on Neural Information Processing Systems ; https://inria.hal.science/hal-04150576 ; Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, New Orleans

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Conference

Implicit Differentiation for Hyperparameter Tuning the Weighted Graphical Lasso

Authors : Pouliquen, Can; Gonçalves, Paulo; Massias, Mathurin ...

Subjects: Optimization; Graphical Lasso; Hyperparameter SelectionFranceGrenoble (France), France

Source: GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images ; https://hal.science/hal-04151796 ; GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des

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Conference

Multilevel FISTA for image restoration

Authors : Lauga, Guillaume; Riccietti, Elisa; Pustelnik, Nelly ...

Subjects: multilevel optimization; inertial methods; image restorationRhodes; Greece

Source: IEEE International Conference on Acoustics, Speech, and Signal Processing ; ICASSP ; https://hal.science/hal-03831180 ; ICASSP, IEEE, Jun 2023, Rhodes, Greece. ⟨10.48550/arXiv.2210.15940⟩

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