Source: ISSN: 1053-587X ; IEEE Transactions on Signal Processing ; https://hal.science/hal-04174351 ; IEEE Transactions on Signal Processing, In press.

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Conference

Independence test based on total-order HSIC-ANOVA indices ; Test d'indépendance basé sur les indices HSIC-ANOVA d'ordre total

Authors : Sarazin, Gabriel; Marrel, Amandine; da Veiga, Sébastien ...

Subjects: Sensitivity analysis; Hilbert-Schmidt Independence Criterion (HSIC); Test of independenceLyon; France

Source: 53èmes Journées de Statistique de la SFdShttps://cea.hal.science/cea-0370117053èmes Journées de Statistique de la SFdS, Société Française de Statistique (SFdS)Université

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Conference

A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networks

Authors : Mehdi Achour, El; Foucault, Armand; Gerchinovitz, Sébastien ...

Subjects: neural networks; approximation theory; lower boundsNew-Orleans; United States

Source: Advances in Neural Information Processing Systems ; https://hal.science/hal-03690079 ; Advances in Neural Information Processing Systems, Dec 2022, New-Orleans, United States

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Report

Adaptive approximation of monotone functions

Authors : Gaillard, Pierre; Gerchinovitz, Sébastien; de Montbrun, Étienne ...

Subjects: Approximation theory; Sequential algorithms; Numerical integration

Source: https://inria.hal.science/hal-04203136 ; 2023.

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Academic Journal

ON THE CHRISTOFFEL FUNCTION AND CLASSIFICATION IN DATA ANALYSIS

Authors : Lasserre, Jean-Bernard;

Subjects: [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]; [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]

Source: ISSN: 1631-073X.

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Academic Journal

An information geometry approach for robustness analysis in uncertainty quantification of computer codes

Authors : Gauchy, Clement; Stenger, Jerome; Sueur, Roman ...

Subjects: Sensitivity analysis; Computer experiments; Importance sampling

Source: ISSN: 0040-1706.

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Academic Journal

Gaussian process metamodeling of functional-input code for coastal flood hazard assessment

Authors : Betancourt, José, Daniel; Bachoc, François; Klein, Thierry ...

Subjects: Functional inputs; Metamodeling; Computer experiments

Source: ISSN: 0951-8320.

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funGp: An R Package for Gaussian Process Regression with Scalar and Functional Inputs

Authors : Betancourt, José, Daniel; Bachoc, François; Klein, Thierry ...

Subjects: Gaussian process; Metamodeling; Simulation

Source: https://hal.science/hal-02536624 ; 2022.

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Report

On Graphs, Geometry, Motion and Turbulences in Leonardo's Virgin and Child with Saint Anne

Authors : El Baz, Didier;

Subjects: Virgin and Child with Saint Anne; Saint Anne Trinitarian; Leonardo da Vinci

Source: https://laas.hal.science/hal-03767784 ; 2022.

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Academic Journal

Connected Subtraction Games on Subdivided Stars

Authors : Dailly, Antoine; Moncel, Julien; Parreau, Aline ...

Subjects: Graphs; Subtraction Games; Combinatorial Games

Source: ISSN: 1553-1732 ; Integers : Electronic Journal of Combinatorial Number Theory.

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Academic Journal

On the linear convergence rates of exchange and continuous methods for total variation minimization

Authors : Flinth, Axel; de Gournay, Frédéric; Weiss, Pierre ...

Subjects: inverse problems; Total variation minimization; superresolution

Source: ISSN: 0025-5610.

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Academic Journal

Efficient stochastic optimisation by unadjusted Langevin Monte Carlo. Application to maximum marginal likelihood and empirical Bayesian estimation

Authors : de Bortoli, Valentin; Durmus, Alain; Pereyra, Marcelo ...

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [STAT.ME]Statistics [stat]/Methodology [stat.ME]; [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]

Source: ISSN: 0960-3174.

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Report

Fairness seen as Global Sensitivity Analysis

Authors : Bénesse, Clément; Gamboa, Fabrice; Loubes, Jean-Michel ...

Subjects: [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]; [STAT.ME]Statistics [stat]/Methodology [stat.ME]; [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]

Source: https://hal.science/hal-03160697 ; 2021.

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Octal Games on Graphs: The game 0.33 on subdivided stars and bistars

Authors : Beaudou, Laurent; Coupechoux, Pierre; Dailly, Antoine ...

Subjects: Octal Games; Graphs; Subtraction Games

Source: ISSN: 1879-2294.

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Conference

Uncertainty functionals and the greedy reduction of uncertainty

Authors : Bect, Julien; Bachoc, François; Ginsbourger, David ...

Subjects: [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]CIRM; Marseille; France

Source: Workshop on "Design of Experiments: New Challenges" 2018 ; https://centralesupelec.hal.science/hal-03097220 ; Workshop on "Design of Experiments: New Challenges" 2018, Apr 2018, CIRM, Marseille,

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Academic Journal

Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes

Authors : Iooss, Bertrand; Le Gratiet, Loïc;

Subjects: Sobol'; indices; Structural Reliability

Source: ISSN: 0951-8320.

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Academic Journal

On the Bickel–Rosenblatt test of goodness-of-fit for the residuals of autoregressive processes

Authors : Lagnoux, Agnès; Nguyen, Thi Mong Ngoc; Proïa, Frédéric ...

Subjects: Autoregressive process; Bickel–Rosenblatt statistic; goodness-of-fit

Source: ISSN: 1292-8100 ; EISSN: 1262-3318.

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A Story about Entropy

Authors : Bontemps, Dominique;

Subjects: Entropy; Information; Complexity

Source: https://hal.science/hal-04412243 ; 2023.

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Academic Journal

A Rice method proof of the Null-Space Property over the Grassmannian

Authors : Azaïs, Jean-Marc; de Castro, Yohann; Mourareau, Stéphane ...

Subjects: Rice Method; Null-Space Property; Random processes theory

Source: ISSN: 0246-0203.

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Academic Journal

A minimax and asymptotically optimal algorithm for stochastic bandits

Authors : Ménard, Pierre; Garivier, Aurélien;

Subjects: Stochastic multi-armed bandits; regret analysis; upper confidence bound (UCB)

Source: Algorithmic Learning Theory ; https://hal.science/hal-01475078 ; Algorithmic Learning Theory, 2017, 2017 Algorithmic Learning Theory Conference 76

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Book

Derivative based global sensitivity measures

Authors : Kucherenko, Serge; Iooss, Bertrand;

Subjects: Computer experiments; Sobol' indices; Sensitivity analysis

Source: Handbook of uncertainty quantification ; https://hal.science/hal-01079358 ; R. Ghanem, D. Higdon and H. Owhadi (eds). Handbook of uncertainty quantification, Springer, 2017

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فلترة النتائج

On the nonconvexity of some push-forward constraints and its consequences in machine learning

Minimax density estimation in the adversarial framework under local differential privacy

Certified Multi-Fidelity Zeroth-Order Optimization

New insights into the feature maps of Sobolev kernels: application in global sensitivity analysis

Stochastic Approximation Beyond Gradient for Signal Processing and Machine Learning

Independence test based on total-order HSIC-ANOVA indices ; Test d'indépendance basé sur les indices HSIC-ANOVA d'ordre total

A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networks

Adaptive approximation of monotone functions

ON THE CHRISTOFFEL FUNCTION AND CLASSIFICATION IN DATA ANALYSIS

An information geometry approach for robustness analysis in uncertainty quantification of computer codes

Gaussian process metamodeling of functional-input code for coastal flood hazard assessment

funGp: An R Package for Gaussian Process Regression with Scalar and Functional Inputs

On Graphs, Geometry, Motion and Turbulences in Leonardo's Virgin and Child with Saint Anne

Connected Subtraction Games on Subdivided Stars

On the linear convergence rates of exchange and continuous methods for total variation minimization

Efficient stochastic optimisation by unadjusted Langevin Monte Carlo. Application to maximum marginal likelihood and empirical Bayesian estimation

Fairness seen as Global Sensitivity Analysis

Octal Games on Graphs: The game 0.33 on subdivided stars and bistars

Uncertainty functionals and the greedy reduction of uncertainty

Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes

On the Bickel–Rosenblatt test of goodness-of-fit for the residuals of autoregressive processes

A Story about Entropy

A Rice method proof of the Null-Space Property over the Grassmannian

A minimax and asymptotically optimal algorithm for stochastic bandits

Derivative based global sensitivity measures

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