Gabriel Turinici

CoRR, 2024

Transformer for Times Series: an Application to the S&P500.

[BibT_eX]

[DOI]

Pierre Brugiere

CoRR, 2024

On the Convergence Rate of the Stochastic Gradient Descent (SGD) and application to a modified policy gradient for the Multi Armed Bandit.

[BibT_eX]

[DOI]

Stefana Anita

CoRR, 2024

2023

Onflow: an online portfolio allocation algorithm.

[BibT_eX]

[DOI]

Pierre Brugiere

CoRR, 2023

High order universal portfolios.

[BibT_eX]

[DOI]

CoRR, 2023

Deep Conditional Measure Quantization.

[BibT_eX]

[DOI]

Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Diversity in Deep Generative Models and Generative AI.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

2022

A cell-based population control of Monte Carlo particles for the global variance reduction for transport equations.

[BibT_eX]

[DOI]

Laetitia Laguzet

J. Comput. Phys., 2022

Huber-energy measure quantization.

[BibT_eX]

[DOI]

CoRR, 2022

Diversity aware image generation.

[BibT_eX]

[DOI]

CoRR, 2022

Algorithms that get old : the case of generative algorithms.

[BibT_eX]

[DOI]

CoRR, 2022

Algorithms that Get Old: The Case of Generative Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

2021

Radon-Sobolev Variational Auto-Encoders.

[BibT_eX]

[DOI]

Neural Networks, 2021

Dynamic Pricing of New Products in Competitive Markets: A Mean-Field Game Approach.

[BibT_eX]

[DOI]

Régis Y. Chenavaz

Corina Paraschiv

Dyn. Games Appl., 2021

The convergence of the Stochastic Gradient Descent (SGD) : a self-contained proof.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Architectures of epidemic models: accommodating constraints from empirical and clinical data.

[BibT_eX]

[DOI]

CoRR, 2020

Convergence Dynamics of Generative Adversarial Networks: The Dual Metric Flows.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Stochastic Runge-Kutta methods and adaptive SGD-G2 stochastic gradient descent.

[BibT_eX]

[DOI]

Imen Ayadi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

X-Ray Sobolev Variational Auto-Encoders.

[BibT_eX]

[DOI]

CoRR, 2019

Stochastic learning control of inhomogeneous quantum ensembles.

[BibT_eX]

[DOI]

CoRR, 2019

2016

Convergence analysis of the Generalized Empirical Interpolation Method.

[BibT_eX]

[DOI]

Olga Mula

SIAM J. Numer. Anal., 2016

2015

Ensemble controllability and discrimination of perturbed bilinear control systems on connected, simple, compact Lie groups.

[BibT_eX]

[DOI]

Mohamed Belhadj

Eur. J. Control, 2015

2014

Existence of an Equilibrium for Lower Semicontinuous Information Acquisition Functions.

[BibT_eX]

[DOI]

Agnès Bialecki

Eléonore Haguet

J. Appl. Math., 2014

2013

Cubature on C 1 Space.

[BibT_eX]

[DOI]

Proceedings of the Control and Optimization with PDE Constraints, 2013

2012

Hamiltonian Identification Through Enhanced Observability Utilizing Quantum Control.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2012

Liquidity generated by heterogeneous beliefs and costly estimations.

[BibT_eX]

[DOI]

Min Shen

Networks Heterog. Media, 2012

Control through operators for quantum chemistry.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

Analysis of the "Toolkit" Method for the Time-Dependent Schrödinger Equation.

[BibT_eX]

[DOI]

Lucie Baudouin

J. Sci. Comput., 2011

A monotonic method for nonlinear optimal control problems with concave dependence on the state.

[BibT_eX]

[DOI]

Int. J. Control, 2011

2010

Singular constant control trajectories and transition degeneracies in a closed 4-level quantum system.

[BibT_eX]

[DOI]

Mohamed Belhadj

Andreea Grigoriu

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2007

Monotonic Parareal Control for Quantum Systems.

[BibT_eX]

[DOI]

SIAM J. Numer. Anal., 2007

2006

Monotonic time-discretized schemes in quantum control.

[BibT_eX]

[DOI]

Numerische Mathematik, 2006

2005

Long-time averaging for integrable Hamiltonian dynamics.

[BibT_eX]

[DOI]

Numerische Mathematik, 2005

Lyapunov control of bilinear Schrödinger equations.

[BibT_eX]

[DOI]

Mazyar Mirrahimi

Pierre Rouchon

Autom., 2005

Equivalence between local tracking procedures and monotonic algorithms in quantum control.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2003

Error bars and quadratically convergent methods for the numerical simulation of the Hartree-Fock equations.

[BibT_eX]

[DOI]

Numerische Mathematik, 2003

2002

<i>A Priori</i> Convergence Theory for Reduced-Basis Approximations of Single-Parameter Elliptic Partial Differential Equations.

[BibT_eX]

[DOI]

Anthony T. Patera

J. Sci. Comput., 2002

Towards Reduced Basis Approaches in <i>ab initio</i> Electronic Structure Computations.

[BibT_eX]

[DOI]

J. Sci. Comput., 2002

Towards efficient numerical approaches for quantum control.

[BibT_eX]

[DOI]

Claude Le Bris

Proceedings of the Quantum Control, 2002

A parallel in time approach for quantum control: the parareal algorithm.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2000

Controllable quantities for bilinear quantum systems.

[BibT_eX]

[DOI]