يعرض 1 - 10 نتائج من 23 نتيجة بحث عن '"Generalization Guarantees"', وقت الاستعلام: 0.96s تنقيح النتائج
  1. 1
    دورية أكاديمية
    Stability and Generalization of Hypergraph Collaborative Networks

    المؤلفون: Ng, Michael K.Aff1, Aff2, Wu, Hanrui, Yip, AndyAff2, IDs1163302213971_cor3

    المصدر: Machine Intelligence Research. 21(1):184-196

    Find this article in full text from Springer Verlag.
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  2. 2
    دورية أكاديمية

    لا يتم عرض هذه النتيجة على الضيوف.

    View record in Scopus
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  3. 3
    دورية أكاديمية

    لا يتم عرض هذه النتيجة على الضيوف.

    View record in Scopus
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  4. 4
    Generalization Guarantees for Data-Driven Mechanism Design (Invited Talk)

    المؤلفون: Balcan, Maria-Florina

    مصطلحات موضوعية: mechanism configuration, machine learning, generalization guarantees, algorithm configuration, Theory of computation ��� Design and analysis of algorithms, Theory of computation ��� Algorithmic game theory and mechanism design

    URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::8054babc5062e78a64e12f8d9f3bf0c3

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  5. 5
    دورية أكاديمية

    لا يتم عرض هذه النتيجة على الضيوف.

    View this record from ISI Web of Science
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  6. 6
    A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization

    المؤلفون: Ruidi, Chen, Ioannis Ch, Paschalidis

    المصدر: Journal of machine learning research : JMLR

    مصطلحات موضوعية: Distributionally Robust Optimization, Regularized Regression, Generalization Guarantees, Article, Wasserstein Metric, Robust Learning

    URL الوصول: https://explore.openaire.eu/search/publication?articleId=pmid________::5e02c1ba819d44ddf174e4776cfc9153
    https://pubmed.ncbi.nlm.nih.gov/34421397

    View Record from ACM Digital Library
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  7. 7
    Improved Sample Complexity Bounds for Branch-and-Cut

    المؤلفون: Balcan, Maria-Florina, Prasad, Siddharth, Sandholm, Tuomas, Vitercik, Ellen

    مصطلحات موضوعية: FOS: Computer and information sciences, sample complexity, data-driven algorithm design, Computer Science - Machine Learning, tree search, Automated algorithm configuration, Theory of computation → Sample complexity and generalization bounds, machine learning theory, Computer Science - Artificial Intelligence, Theory of computation → Integer programming, cutting planes, Machine Learning (cs.LG), branch-and-cut, Artificial Intelligence (cs.AI), generalization guarantees, Optimization and Control (math.OC), Computer Science - Data Structures and Algorithms, FOS: Mathematics, branch-and-bound, Data Structures and Algorithms (cs.DS), integer programming, Mathematics - Optimization and Control

    URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3b821db196f0bd151c2afe02d3c1f523

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  8. 8
    Gleichförmige Konzentration von Tensor- und Neuronalen Netzwerken:ein Ansatz zur Herleitung von Generalisierungsgarantien

    المؤلفون: Goeßmann, Alex Christoph

    المساهمون: Schneider, Reinhold, Kutyniok, Gitta, Technische Universität Berlin, Eisert, Jens, Kliesch, Martin

    مصطلحات موضوعية: random tensors, ddc:519, Neuronale Netzwerke, generalization guarantees, Zufallstensoren, strukturierte Zufallsvariablen, Generalisierungsgarantien, Tensornetzwerke, structured random variables, neural networks, 519 Wahrscheinlichkeiten, angewandte Mathematik, tensor networks

    وصف الملف: application/pdf

    URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::faf6a0e1d7ab0f015ca286ff097b87d6

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  9. 9
    Learning from Few Positives: a Provably Accurate Metric Learning Algorithm to deal with Imbalanced Data

    المؤلفون: Rémi Viola, Rémi Emonet, Guillaume Metzler, Marc Sebban, Amaury Habrard

    المساهمون: Laboratoire Hubert Curien [Saint Etienne] (LHC), Institut d'Optique Graduate School (IOGS)-Université Jean Monnet [Saint-Étienne] (UJM)-Centre National de la Recherche Scientifique (CNRS), Direction Générale des Finances Publiques (DGFiP), Ministère de l’Action et des Comptes publics, Ministère de l'économie et des finances, AURA project TADALoT (Pack Ambition 2017, 17 011047 01)

    المصدر: IJCAI-PRICAI2020, the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence
    IJCAI-PRICAI2020, the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence, Jul 2020, Yokohama, Japan
    IJCAI

    مصطلحات موضوعية: F-measure, Imbalanced Classification, business.industry, Computer science, 02 engineering and technology, Machine learning, computer.software_genre, Imbalanced data, 030218 nuclear medicine & medical imaging, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], 03 medical and health sciences, 0302 clinical medicine, [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], Metric (mathematics), 0202 electrical engineering, electronic engineering, information engineering, 020201 artificial intelligence & image processing, Artificial intelligence, Generalization Guarantees, business, computer, Metric Learning

    URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3104374ccb066d906092b344dc789c78
    https://hal.archives-ouvertes.fr/hal-02611586

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  10. 10
    A Unified View of Local Learning : Theory and Algorithms for Enhancing Linear Models

    المؤلفون: Zantedeschi, Valentina

    المساهمون: STAR, ABES

    مصطلحات موضوعية: Apprentissage décentralisé, [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Decentralized Learning, Apprentissage Machine, Landmarks, Apprentissage multi-vues, Machine Learning, Local Learning, Statistical Learning, Garanties de généralisation, Multi-view Learning, Generalization Guarantees, Metric Learning, Algorithme d'apprentissage, Apprentissage local, Apprentissage métrique

    وصف الملف: application/pdf

    URL الوصول: https://explore.openaire.eu/search/publication?articleId=od_______166::581d62e262676dee1fd431e78fece333
    https://theses.hal.science/tel-02329315

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