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Conference

High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-CR]Computer Science [cs]/Cryptography and Security [cs.CR]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Valencia; Spain

  • Source: International Conference on Artificial Intelligence and Statistics ; AISTATS 2023 - International Conference on Artificial Intelligence and Statistics ; https://inria.hal.science/hal-03714465 ;

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Conference

New Menger-Like Dualities in Digraphs and Applications to Half-Integral Linkages

Subjects: directed graphs; min-max relation; half-integral linkageAmsterdam; Netherlands

  • Source: Leibniz International Proceedings in Informatics (LIPIcs) ; ESA 2023 - 31st Annual European Symposium on Algorithms ; https://hal.science/hal-04215020 ; ESA 2023 - 31st Annual European Symposium on

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Conference

Differentially Private Coordinate Descent for Composite Empirical Risk Minimization

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Baltimore; United States

  • Source: ICML 2022 - 39th International Conference on Machine Learning ; https://inria.hal.science/hal-03424974 ; ICML 2022 - 39th International

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Conference

Using atomic bounds to get sub-modular approximations

Subjects: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image ProcessingParis; France

  • Source: 15th International Conference Scalable Uncertainty Management (SUM 2022)https://hal.science/hal-0389592315th International Conference Scalable Uncertainty Management (SUM 2022), Oct 2022,

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Conference

Extending the Macsum Aggregation to Interval-Valued Inputs

Subjects: Interval system; Choquet integral; Macsum aggregationParis; France

  • Source: SUM 2022 - 15th International Conference Scalable Uncertainty Management ; https://hal.science/hal-03927383 ; SUM 2022 - 15th International Conference Scalable Uncertainty Management, Oct 2022, Paris,

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Academic Journal

Macsum: A new interval-valued linear operator

Subjects: Imprecise linear system; Choquet integral; non-additive aggregation

  • Source: ISSN: 0888-613X ; International Journal of Approximate Reasoning ; https://hal.science/hal-03837036 ; International Journal of Approximate Reasoning, 2022, 145, pp.121-138.

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Conference

Relative Positional Encoding for Transformers with Linear Complexity

Subjects: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]Virtual Only; United States

  • Source: ICML 2021 - 38th International Conference on Machine Learning ; https://telecom-paris.hal.science/hal-03256451 ; ICML 2021 - 38th

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Report

High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-CR]Computer Science [cs]/Cryptography and Security [cs.CR]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]

  • Source: https://hal.inria.fr/hal-03714465 ; 2022.

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Report

Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory ; Checkpointing optimal pour chaînes hétérogènes: apprentissage de réseaux de neurones profonds avec mémoire limitée

Subjects: Machine Learning; Scheduling; Automatic Differentiation

  • Source: https://inria.hal.science/hal-02352969 ; [Research Report] RR-9302, Inria Bordeaux Sud-Ouest. 2019.

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Conference

Cooperation control in Parallel SAT Solving: a Multi-armed Bandit Approach

Subjects: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]Lake Tahoe; United States

  • Source: NIPS 2012 - Workshop on Bayesian Optimization & Decision Making ; https://hal.science/hal-00870946 ; NIPS 2012 - Workshop on Bayesian Optimization & Decision Making, Dec 2012, Lake Tahoe, United

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  • 1-10 of  18 results for ""Machine Learning""