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28 résultats
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triés par
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Adaptive and optimal online linear regression on $\ell^1$-ballsTheoretical Computer Science, 2014, 519, pp.4-28. ⟨10.1016/j.tcs.2013.09.024⟩
Article dans une revue
hal-00594399v4
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Numerical influence of ReLU’(0) on backpropagationAdvances in Neural Information Processing Systems, Dec 2021, Paris, France
Communication dans un congrès
hal-03265059v3
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Optimal functional supervised classification with separation conditionBernoulli, 2020, 26 (3), pp.1797-1831. ⟨10.3150/19-BEJ1170⟩
Article dans une revue
hal-01679648v2
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Optimisation de croisière sous incertitude de contrôle aérien ROADEF, congrès annuelROADEF 2015, 16ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision,, Feb 2016, Marseille, France
Communication dans un congrès
hal-01799488v1
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Prediction of individual sequences and prediction in the statistical framework : some links around sparse regression and aggregation techniquesGeneral Mathematics [math.GM]. Université Paris Sud - Paris XI, 2011. English. ⟨NNT : 2011PA112286⟩
Thèse
tel-00653550v1
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Uniform regret bounds over $R^d$ for the sequential linear regression problem with the square lossThe 30th International Conference on Algorithmic Learning Theory (ALT 2019), Mar 2019, Chicago, United States. pp.404-432
Communication dans un congrès
hal-01802004v2
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A Chaining Algorithm for Online Nonparametric RegressionCOLT 2015, Jul 2015, Paris, France. pp.764-796
Communication dans un congrès
hal-01120813v2
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A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networksAdvances in Neural Information Processing Systems, Dec 2022, New-Orleans, United States
Communication dans un congrès
hal-03690079v2
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Fano's inequality for random variablesStatistical Science, 2020, 35 (2), pp.178-201
Article dans une revue
hal-01470862v3
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The sample complexity of level set approximationAISTATS 2021, Apr 2021, virtual, United States. pp.424-432
Communication dans un congrès
hal-02976018v2
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Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error CertificatesNeurIPS 2021, Dec 2021, Virtual conference, France. 24 p
Communication dans un congrès
hal-03129721v4
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Report on CIMI Thematic Trimester: Machine Learning[Rapport de recherche] IRIT : Institut de Recherche en Informatique de Toulouse. 2016
Rapport
hal-03155046v1
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Ensemble forecast with machine learning algorithms6. EGU General Assembly, Apr 2009, Vienne, Austria
Communication dans un congrès
ineris-00970455v1
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Sparsity regret bounds for individual sequences in online linear regressionJournal of Machine Learning Research, 2011, 14, pp.729-769
Article dans une revue
inria-00552267v3
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Object Detection With Probabilistic GuaranteesFifth International Workshop on Artificial Intelligence Safety Engineering (WAISE 2022), Sep 2022, München, Germany
Communication dans un congrès
hal-03769683v1
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Recuit simulé adaptatif pour l'optimisation de trajectoire d'avionROADEF 2016, 17ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision,, Feb 2016, Compiègne, France
Communication dans un congrès
hal-01799483v1
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Regret analysis of the Piyavskii-Shubert algorithm for global Lipschitz optimization2020
Pré-publication, Document de travail
hal-02466084v2
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Certified Multi-Fidelity Zeroth-Order Optimization2023
Pré-publication, Document de travail
hal-04174484v1
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Optimization of a SSP's Header Bidding Strategy using Thompson SamplingThe 24th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining, Aug 2018, London, United Kingdom. ⟨10.1145/3219819.3219917⟩
Communication dans un congrès
hal-01822524v1
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Can we reconcile safety objectives with machine learning performances?ERTS 2022, Jun 2022, TOULOUSE, France
Communication dans un congrès
hal-03765471v1
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Diversity-Preserving K-Armed Bandits, Revisited2020
Pré-publication, Document de travail
hal-02957485v1
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Vitesse minimax du regret interne en prédiction de suites individuelles42èmes Journées de Statistique, 2010, Marseille, France, France
Communication dans un congrès
inria-00494716v1
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Adaptive Simulated Annealing with Homogenization for Aircraft Trajectory Optimization International Conference of the German, Austrian and Swiss Operations Research Societies (GOR, ÖGOR, SVOR/ASRO, Sep 2015, Vienne, Austria. pp 569-574, ⟨10.1007/978-3-319-42902-1_77⟩
Communication dans un congrès
hal-01575800v1
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The loss landscape of deep linear neural networks: a second-order analysis2022
Pré-publication, Document de travail
hal-03299887v2
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A High Probability Safety Guarantee for Shifted Neural Network SurrogatesSafeAI 2020, Feb 2020, New York, United States. pp.74-82
Communication dans un congrès
hal-03165482v1
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Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric LearningCOLT 2017, Jul 2017, Amsterdam, Netherlands. pp.465-481
Communication dans un congrès
hal-01476771v2
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Refined Lower Bounds for Adversarial BanditsNIPS 2016, Dec 2016, Barcelona, Spain. pp.1198--1206
Communication dans un congrès
hal-01319572v2
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Adaptive approximation of monotone functions2023
Pré-publication, Document de travail
hal-04203136v1
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