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Conference

Private Statistical Estimation of Many Quantiles

Subjects: Quantiles; Differential Privacy; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Honolulu; United States

  • Source: ICML 2023 - 40th International Conference on Machine Learning ; https://hal.science/hal-03986170 ; ICML 2023 - 40th International Conference on Machine Learning, Jul 2023, Honolulu, United States

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Conference

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

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

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

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

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

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

Scaling is all you need: quantization of butterfly matrix products via optimal rank-one quantization

Subjects: Quantization; rank one; sparse matricesGrenoble; France

  • Source: 29ème Colloque sur le traitement du signal et des images (GRETSI)https://inria.hal.science/hal-0414670629ème Colloque sur le traitement du signal et des images (GRETSI), Aug 2023,

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Conference

Un algorithme matriciel pour le calcul des composantes connectées d'un réseau complexe temporel

Subjects: [INFO]Computer Science [cs]Grenoble; France

  • Source: 29e Colloque GRETSI sur le traitement du signal et des imagehttps://hal.science/hal-0422700429e Colloque GRETSI sur le traitement du signal et des image, GRETSI, Aug 2023, Grenoble,

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Conference

Self-supervised learning with rotation-invariant kernels

Subjects: self-supervised learning; maximum mean discrepancy; rotation-invariant kernelKigali; Rwanda

  • Source: The Eleventh International Conference on Learning Representations ; https://hal.science/hal-03738466 ; The Eleventh International Conference on Learning Representations, May 2023, Kigali, Rwanda

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