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Unifying mirror descent and dual averaging

 Anatoli Juditsky , Joon Kwon , Éric Moulines
Mathematical Programming, 2023, 199, pp.793-830. ⟨10.1007/s10107-022-01850-3⟩
Article dans une revue hal-03921381v1

The extreme rays of the 6x6 copositive cone

 Roland Hildebrand , Andrei Afonin
Conic and Copositive Optimization, Dec 2019, Linz, Austria
Communication dans un congrès hal-02463259v1

On the convexity properties of the barrier parameter in conic programming

 Roland Hildebrand
Conic and Copositive Optimization, Dec 2019, Linz, Austria
Communication dans un congrès hal-02463262v1
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Instantaneous Frequency and Amplitude Estimation in Multi-Component Signals Using an EM-based Algorithm

 Quentin Legros , Dominique Fourer , Sylvain Meignen , Marcelo Colominas
IEEE Transactions on Signal Processing, 2024, 72, pp.1130--1140. ⟨10.1109/TSP.2024.3361713⟩
Article dans une revue hal-04436653v1
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Regularization for Wasserstein Distributionally Robust Optimization

 Waïss Azizian , Franck Iutzeler , Jérôme Malick
ESAIM: Control, Optimisation and Calculus of Variations, 2023, 33, pp.31. ⟨10.1051/cocv/2023019⟩
Article dans une revue hal-03837681v2
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6DCNN with roto-translational convolution filters for volumetric data processing

 Dmitrii Zhemchuzhnikov , Ilia Igashov , Sergei Grudinin
The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), AAAI, Feb 2022, Vancouver, Canada. pp.4707-4715
Communication dans un congrès hal-03298699v2

Optimal step length for the maximal decrease of a self-concordant function by the Newton method

 Anastasia Ivanova , Roland Hildebrand
2022
Pré-publication, Document de travail hal-03796521v1

Barriers on symmetric cones

 Roland Hildebrand
International Conference on Continuous Optimization (ICCOPT 2016), Aug 2016, Tokyo, Japan. pp.75
Communication dans un congrès hal-02347918v1
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Riemannian statistics meets random matrix theory: towards learning from high-dimensional covariance matrices

 Salem Said
IEEE Transactions on Information Theory, 2023, 69 (1), pp.472-481. ⟨10.1109/TIT.2022.3199479⟩
Article dans une revue hal-03865913v1

Near-Optimality of Linear Recovery in Gaussian Observation Scheme under l2 -loss

 Anatoli B. Juditsky
1ère journée MAS-MODE 2017, Jan 2017, Paris, France
Communication dans un congrès hal-02047258v1
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Eventual convexity of probability constraints with elliptical distributions

 Wim van Ackooij , Jérôme Malick
Mathematical Programming, Series A, 2019, 175 (1-2), pp.1-27. ⟨10.1007/s10107-018-1230-3⟩
Article dans une revue hal-02015783v1

Typicalness of chaotic fractal behaviour of integral vortices in Hamiltonian systems with discontinuous right-hand side

 Roland Hildebrand , Mikhail I. Zelikin , Lev V. Lokutsievskiy
International Conference "Optimal Control and Differential Games" dedicated to the 110th Anniversary of L. S. Pontryagin, Dec 2018, Moscou, Russia. pp.124-126
Communication dans un congrès hal-02086889v1

Self-associated three-dimensional cones

 Roland Hildebrand
Differential Geometry in honor of Udo Simon's 80th birthday, Sep 2018, Bedlewo, Poland
Communication dans un congrès hal-02086913v1

Online Tuning of EASY-Backfilling using Queue Reordering Policies

 Éric Gaussier , Jérôme Lelong , Valentin Reis , Denis Trystram
IEEE Transactions on Parallel and Distributed Systems, 2018, 29 (10), pp.2304-2316. ⟨10.1109/TPDS.2018.2820699⟩
Article dans une revue hal-01963216v1

A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning

 Konstantin Mishchenko , Franck Iutzeler , Jérôme Malick , Massih-Reza Amini
International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. pp.3587-3595
Communication dans un congrès hal-01996562v1

On polyhedral estimation of signals via indirect observations

 Anatoli B. Juditsky , Arkadi Nemirovski
Electronic Journal of Statistics , 2020, 14 (1), pp.458-502. ⟨10.1214/19-EJS1661⟩
Article dans une revue hal-03185487v1
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Prediction of protein assemblies, the next frontier: The CASP14‐CAPRI experiment

 Marc Lensink , Guillaume Brysbaert , Théo Mauri , Nurul Nadzirin , Sameer Velankar , et al.
Proteins - Structure, Function and Bioinformatics, 2021, 89 (12), pp.1800-1823. ⟨10.1002/prot.26222⟩
Article dans une revue hal-03448743v1

Optimal Stopping via Pathwise Dual Empirical Maximisation

 Denis Belomestny , Roland Hildebrand , John Schoenmakers
Applied Mathematics and Optimization, 2019, 79 (3), pp.715-741. ⟨10.1007/s00245-017-9454-9⟩
Article dans une revue hal-01817799v1

Stages of OCP–FRP Interactions in the Regulation of Photoprotection in Cyanobacteria, Part 2: Small-Angle Neutron Scattering with Partial Deuteration

 Maksym Golub , Marcus Moldenhauer , Olga Matsarskaia , Anne Martel , Sergei Grudinin , et al.
Journal of Physical Chemistry B, 2023, 127 (9), pp.1901-1913. ⟨10.1021/acs.jpcb.2c07182⟩
Article dans une revue hal-04303585v1
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Session introduction: AI-driven Advances in Modeling of Protein Structure

 Krzysztof Fidelis , Sergei Grudinin
Pacific Symposium on Biocomputing 2022, Jan 2022, Fairmont Orchid - Hawaii, United States
Communication dans un congrès hal-03874552v1
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Adaptive Denoising of Signals with Local Shift-Invariant Structure

 Zaid Harchaoui , Anatoli B. Juditsky , Arkadi Nemirovski , Dmitrii M. Ostrovskii
Festschrift in Honor of Vladimir Spokoiny, Nov 2019, Berlin, Germany
Communication dans un congrès hal-04037260v1

Near-optimal recovery of linear and N-convex functions on unions of convex sets

 Anatoli B. Juditsky , Arkadi Nemirovski
Information and Inference, 2020, 9 (2), pp.423-453. ⟨10.1093/imaiai/iaz011⟩
Article dans une revue hal-03185470v1

Signal Recovery by Stochastic Optimization

 Anatoli B. Juditsky , Arkadii S. Nemirovski
Automation and Remote Control / Avtomatika i Telemekhanika, 2019, 80 (10), pp.1878-1893. ⟨10.1134/S0005117919100084⟩
Article dans une revue hal-03185479v1
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Tuning EASY-Backfilling Queues

 Jérôme Lelong , Valentin Reis , Denis Trystram
21st Workshop on Job Scheduling Strategies for Parallel Processing, May 2017, Orlando, United States. pp.43-61, ⟨10.1007/978-3-319-77398-8_3⟩
Communication dans un congrès hal-01522459v1
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HOPMA: Boosting protein functional dynamics with colored contact maps

 Elodie Laine , Sergei Grudinin
Journal of Physical Chemistry B, 2021, 125 (10), pp.2577-2588. ⟨10.1021/acs.jpcb.0c11633⟩
Article dans une revue hal-03091790v1
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Explaining Conformational Diversity in Protein Families through Molecular Motions

 Valentin Lombard , Sergei Grudinin , Elodie Laine
2024
Pré-publication, Document de travail hal-04442287v1
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Variational-analysis look at combinatorial optimization, and other selected topics in optimization

 Jérôme Malick
Optimization and Control [math.OC]. Universite Grenoble Alpes, 2017
HDR tel-01492394v1
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Robust adaptive numerical integration of irregular functions with applications to basket and other multi-dimensional exotic options

 Christophe de Luigi , Jérôme Lelong , Sylvain Maire
Applied Numerical Mathematics, 2016, 100, pp.14-30. ⟨10.1016/j.apnum.2015.11.001⟩
Article dans une revue hal-00746872v1

Copositive matrices with circulant zero support set

 Roland Hildebrand
Linear Algebra and its Applications, 2017, 514, pp.1-46. ⟨10.1016/j.laa.2016.10.026⟩
Article dans une revue hal-01417526v1

Convex Parameter Recovery for Interacting Marked Processes

 Anatoli B. Juditsky , Arkadi Nemirovski , Liyan Xie , Yao Xie
IEEE Journal on Selected Areas in Information Theory, 2020, 1 (3), pp.799-813. ⟨10.1109/JSAIT.2020.3040999⟩
Article dans une revue hal-03185491v1
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