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hal-02182996v1  Journal articles
Franck IutzelerJérôme MalickWelington de Oliveira. Asynchronous level bundle methods
Mathematical Programming, Springer Verlag, 2020, 184, pp.319-348. ⟨10.1007/s10107-019-01414-y⟩
hal-01821683v2  Journal articles
Konstantin MishchenkoFranck IutzelerJérôme Malick. A Distributed Flexible Delay-tolerant Proximal Gradient Algorithm
SIAM Journal on Optimization, Society for Industrial and Applied Mathematics, 2020, 30 (1), pp.933-959. ⟨10.1137/18M1194699⟩
hal-03002844v1  Conference papers
Yu-Guan HsiehFranck IutzelerJérôme MalickPanayotis Mertikopoulos. Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling
NeurIPS '20 - 34th International Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada. pp.16223--16234
hal-03342395v1  Conference papers
Yu-Guan HsiehFranck IutzelerJérôme MalickPanayotis Mertikopoulos. Optimization in open networks via dual averaging
CDC 2021 - 60th IEEE Annual Conference on Decision and Control, Dec 2021, Austin, United States. pp.1-7
hal-03454249v1  Conference papers
William PierréLionel HervéCédric AllierSophie MoralesSergei Grudinin et al.  Deep learning framework applied to optical diffraction tomography (ODT)
Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXVIII, SPIE, Mar 2021, Online Only, France. pp.1, ⟨10.1117/12.2582361⟩
hal-03454382v1  Journal articles
Andriy KryshtafovychJohn MoultWendy BillingsDennis Della CorteKrzysztof Fidelis et al.  Modeling SARS‐CoV‐2 proteins in the CASP‐commons experiment
Proteins - Structure, Function and Bioinformatics, Wiley, 2021, 89 (12), pp.1987-1996. ⟨10.1002/prot.26231⟩
hal-02571626v2  Journal articles
Roland Hildebrand. Optimal step length for the Newton method: case of self-concordant functions
Mathematical Methods of Operations Research, Springer Verlag, In press, ⟨10.1007/s00186-021-00755-9⟩
hal-02953846v1  Conference papers
Yassine LaguelJérôme MalickZaid Harchaoui. First-order Optimization for Superquantile-based Supervised Learning
IEEE International Workshop on Machine Learning for Signal Processing, Sep 2020, Espoo, Finland. ⟨10.1109/MLSP49062.2020.9231909⟩
hal-03266139v1  Conference papers
Aleksandra BurashnikovaYury MaximovMarianne ClauselCharlotte LaclauFranck Iutzeler et al.  Apprentissage séquentiel de préférence utilisateurs pour les systèmes de recommandation
CAp 2021 - Conférence sur l'Apprentissage Automatique, Jun 2021, Saint-Etienne / Virtual, France
hal-03185491v1  Journal articles
Anatoli JuditskyArkadi NemirovskiLiyan XieYao Xie. Convex Parameter Recovery for Interacting Marked Processes
IEEE Journal on Selected Areas in Information Theory, IEEE, 2020, 1 (3), pp.799-813. ⟨10.1109/JSAIT.2020.3040999⟩
hal-03185485v1  Journal articles
Vincent GuiguesAnatoli JuditskyArkadi Nemirovski. Hypothesis testing via Euclidean separation
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institut Henri Poincaré (IHP), 2020, 56 (3), pp.1929-1957. ⟨10.1214/19-AIHP1022⟩
hal-03185489v1  Journal articles
Anatoli JuditskyArkadi Nemirovski. Estimating linear and quadratic forms via indirect observations
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2020, 26 (4), pp.2639-2669. ⟨10.3150/20-BEJ1200⟩
hal-03185487v1  Journal articles
Anatoli JuditskyArkadi Nemirovski. On polyhedral estimation of signals via indirect observations
Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2020, 14 (1), pp.458-502. ⟨10.1214/19-EJS1661⟩
hal-03185470v1  Journal articles
Anatoli JuditskyArkadi Nemirovski. Near-optimal recovery of linear and N-convex functions on unions of convex sets
Information and Inference, Oxford University Press (OUP), 2020, 9 (2), pp.423-453. ⟨10.1093/imaiai/iaz011⟩
hal-03044541v1  Journal articles
Hakan CevikalpHasan Serhan YavuzBill Triggs. Face Recognition Based on Videos by Using Convex Hulls
IEEE Transactions on Circuits and Systems for Video Technology, Institute of Electrical and Electronics Engineers, 2020, 30 (12), pp.4481-4495. ⟨10.1109/TCSVT.2019.2926165⟩