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113 résultats
On near-optimality of linear estimationNemFest, May 2017, Atlanta, United States
Communication dans un congrès
hal-02047260v1
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Estimation and testing by convex optimization. Invited tutorialMeeting in Mathematical Statistics 2016, Dec 2016, Frejus, France
Communication dans un congrès
hal-02047252v1
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Linear inverse problems by convex optimizationConference in honour of Eric Moulines, IHP, Sep 2023, Paris, France
Communication dans un congrès
hal-04437274v1
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Adaptive Estimation by Convex OptimizationOptimization and Applications in Control and Data Science, May 2015, Moscou, Russia
Communication dans un congrès
hal-01336256v1
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Convex optimization for nonparametric estimation and testSchool of young researchers, Jun 2012, Zvenigorod, Russia
Communication dans un congrès
hal-00981907v1
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Stochastic Optimization from Incomplete InformationRencontres de Statistique Mathématique, Dec 2013, Luminy, France
Communication dans un congrès
hal-00981891v1
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Estimate aggregation from indirect observationsMeeting in Mathematical Statistics 2017, Dec 2017, Luminy, France
Communication dans un congrès
hal-02047261v1
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Optimization and statistical learningFrance-Mexico Meeting on Data Analysis, Nov 2016, Mexico, Mexico
Communication dans un congrès
hal-02047257v1
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Deterministic and stochastic primal-dual subgradient algorithms for uniformly convex minimizationStochastic Systems, 2014, 4 (1), pp.44-80. ⟨10.1214/10-SSY010⟩
Article dans une revue
hal-00974231v1
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On Well-Structured Convex-Concave SaddlePoint Problems and Variational Inequalities with Monotone OperatorsSIAM Conference on Optimization (OP 2023), SIAM, May 2023, Seattle, United States
Communication dans un congrès
hal-04437256v1
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Aggregating regular norms2023
Pré-publication, Document de travail
hal-03952058v1
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Statistical Inference via Convex OptimizationPrinceton University Press, 2020, 9780691197296. ⟨10.2307/j.ctvqsdxqd⟩
Ouvrages
hal-03185493v1
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Hypothesis Testing via Affine DetectorsElectronic Journal of Statistics , 2016, 10 (2), pp.2204-2242. ⟨10.1214/16-EJS1170⟩
Article dans une revue
hal-01336107v1
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Near-Optimality of Linear Recovery in Gaussian Observation Scheme under l2 -loss1ère journée MAS-MODE 2017, Jan 2017, Paris, France
Communication dans un congrès
hal-02047258v1
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Solving variational inequalities with monotone operators on domains given by Linear Minimization OraclesMathematical Programming, 2016, 156 (1-2), pp.221-256. ⟨10.1007/s10107-015-0876-3⟩
Article dans une revue
hal-01335871v1
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Time series GLM’s by convex programmingEuropean Meeting of Statisticians, Bernoulli Society, Jul 2023, Warsaw, Poland
Communication dans un congrès
hal-04437261v1
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Robust Eigenvector of a Stochastic Matrix with Application to PageRankCDC 2012 - IEEE 51st Annual Conference on Decision and Control, Dec 2012, Maui, United States. pp.3171-3176, ⟨10.1109/CDC.2012.6426431⟩
Communication dans un congrès
hal-00981872v1
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Dual Algorithms for Large-Scale Learning ProblemsTheory and Practice: Dealing with Big Data and other Challenges, Informs Optimizaton Society Conference, Mar 2014, Houston, United States
Communication dans un congrès
hal-00981874v1
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Simple methods for large-scale learning problems via Fenchel-type representationsMASTODONS Display-Gargantua Stochastic and Distributed Optimization, Jul 2014, Nice, France
Communication dans un congrès
hal-01336245v1
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Optimization problems and Variational Inequalities on domains given by Linear Minimization OraclePGMO DAYS 2015 (Gaspard Monge Program for Optimization and operations research), Oct 2015, Paris, France
Communication dans un congrès
hal-01336265v1
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Convex optimization for nonparametric estimation and testingEMAp realiza workshop em otimização, estatística e otimização estocástica, Jul 2013, Rio de Janeiro, Brazil
Communication dans un congrès
hal-00981880v1
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On Design of Polyhedral Estimates in Linear Inverse Problems2023
Pré-publication, Document de travail
hal-03952052v1
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Near-optimality of linear recovery from indirect observationsMathematical Statistics and Learning, 2018, 1 (2), pp.171-225. ⟨10.4171/MSL/1-2-2⟩
Article dans une revue
hal-02047192v1
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On detecting harmonic oscillationsBernoulli, 2015, 32 (2), pp.1134-1165. ⟨10.3150/14-BEJ600⟩
Article dans une revue
hal-01335864v1
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Application of convex optimization to statistical estimation and testRencontres de statistique mathématique, Nov 2011, Luminy, France
Communication dans un congrès
hal-00981924v1
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Statistical Inference via Convex OptimizationPrinceton University Press, pp.1-631 i-xxiv, 2020, ⟨10.2307/j.ctvqsdxqd⟩
Ouvrages
hal-04037310v1
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First Order Methods for Nonsmooth Convex Large-Scale Optimization, II: Utilizing Problem's StructureSuvrit Sra, Sebastian Nowozin,Stephen J. Wright. Optimization for Machine Learning, MIT Press, pp.29-63, 2010
Chapitre d'ouvrage
hal-00981864v1
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Aggregating estimates by convex optimizationMathematical Statistics and Learning, 2022, 5 (1), pp.55-116. ⟨10.4171/MSL/30⟩
Article dans une revue
hal-03952032v1
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Near-optimal recovery of linear and N-convex functions on unions of convex setsInformation and Inference, 2020, 9 (2), pp.423-453. ⟨10.1093/imaiai/iaz011⟩
Article dans une revue
hal-03185470v1
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On polyhedral estimation of signals via indirect observationsElectronic Journal of Statistics , 2020, 14 (1), pp.458-502. ⟨10.1214/19-EJS1661⟩
Article dans une revue
hal-03185487v1
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