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An Inertial Newton Algorithm for Deep Learning
Thirty-third Conference on Neural Information Processing Systems : Beyond First Order Methods in ML (NeurIPS Workshop2019), Neural Information Processing Systems Foundation, Dec 2019, Vancouver, …

Castera Camille, Bolte Jérôme, Févotte Cédric, Pauwels Edouard

Optimal Convergence Rates for Nesterov Acceleration
SIAM Journal on Optimization, 2019, 29 (4), pp.3131-3153. ⟨10.1137/18M1186757⟩

Aujol Jean François, Dossal Charles H, Rondepierre Aude

Setting the Basis for Here and There Modal Logics
Journal of Applied Logics - IfCoLoG Journal of Logics and their Applications, 2019, 6 (7), pp.1475-1500

Balbiani Philippe, Dieguez Martin, Fariñas del Cerro Luis

A Distributed and Clustering-Based Algorithm for the Enumeration Problem in Abstract Argumentation
22nd International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2019), Oct 2019, Torino, Italy. pp.87-105, ⟨10.1007/978-3-030-33792-6_6⟩

Doutre Sylvie, Lafages Mickaël, Lagasquie-Schiex Marie-Christine

Loss functions for denoising compressed images: a comparative study
EUSIPCO, Sep 2019, Coruna, Spain

Oberlin Thomas, Malgouyres François, Wu Jin-Yi

Multilinear compressive sensing and an application to convolutional linear networks
SIAM Journal on Mathematics of Data Science, 2019, 1 (3), pp.446-475

Malgouyres François, Landsberg Joseph

Interpolation by lattice polynomial functions: a polynomial time algorithm
Fuzzy Sets and Systems, 2019, 368, pp.101-118. ⟨10.1016/j.fss.2018.12.009⟩

Brabant Quentin, Couceiro Miguel, Figueira José Rui

Tensor-Factorization-Based 3D Single Image Super-Resolution with Semi-Blind Point Spread Function Estimation
IEEE International Conference on Image Processing (ICIP 2019), Sep 2019, Taipei, Taiwan. pp.2871-2875, ⟨10.1109/ICIP.2019.8803354⟩

Hatvani Janka, Basarab Adrian, Michetti Jérôme, Gyöngy Miklós, Kouamé Denis, Hatvani Janka

The empirical Christoffel function with applications in data analysis
Advances in Computational Mathematics, 2019, 45 (3), pp.1439--1468. ⟨10.1007/s10444-019-09673-1⟩

Lasserre Jean-Bernard, Pauwels Edouard

The Dynamics of Epistemic Attitudes in Resource-Bounded Agents
Studia Logica, 2019, Special Issue: 40 years of FDE, 107, pp.457-488. ⟨10.1007/s11225-018-9798-4⟩

Balbiani Philippe, Fernández-Duque David, Lorini Emiliano