Gabriel Turinici

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 27

Top Topics

Stochastic Gradient Descent

Image Generation

Convergence Analysis

Top Venues

Eur. J. Control

J. Comput. Phys.

Publications

Gabriel Turinici
Optimal time sampling in physics-informed neural networks. CoRR (2024)
Stefana Anita, Gabriel Turinici
On the Convergence Rate of the Stochastic Gradient Descent (SGD) and application to a modified policy gradient for the Multi Armed Bandit. CoRR (2024)
Gabriel Turinici
Lyapunov weights to convey the meaning of time in physics-informed neural networks. CoRR (2024)
Laetitia Laguzet, Gabriel Turinici
Model free collision aggregation for the computation of escape distributions. CoRR (2024)
Pierre Brugiere, Gabriel Turinici
Transformer for Times Series: an Application to the S&P500. CoRR (2024)
Gabriel Turinici
High order universal portfolios. CoRR (2023)
Gabriel Turinici, Pierre Brugiere
Onflow: an online portfolio allocation algorithm. CoRR (2023)
Gabriel Turinici
Deep Conditional Measure Quantization. CoRR (2023)
Gabriel Turinici
Diversity in Deep Generative Models and Generative AI. LOD (2) (2023)
Gabriel Turinici
Deep Conditional Measure Quantization. OL2A (2) (2023)
Laetitia Laguzet, Gabriel Turinici
A cell-based population control of Monte Carlo particles for the global variance reduction for transport equations. CoRR (2023)
Gabriel Turinici
Diversity aware image generation. CoRR (2022)
Gabriel Turinici
Algorithms that get old : the case of generative algorithms. CoRR (2022)
Gabriel Turinici
Huber-energy measure quantization. CoRR (2022)
Gabriel Turinici
Algorithms that Get Old: The Case of Generative Deep Neural Networks. LOD (2) (2022)
Laetitia Laguzet, Gabriel Turinici
A cell-based population control of Monte Carlo particles for the global variance reduction for transport equations. J. Comput. Phys. 467 (2022)
Gabriel Turinici
The convergence of the Stochastic Gradient Descent (SGD) : a self-contained proof. CoRR (2021)
Régis Y. Chenavaz, Corina Paraschiv, Gabriel Turinici
Dynamic Pricing of New Products in Competitive Markets: A Mean-Field Game Approach. Dyn. Games Appl. 11 (3) (2021)
Gabriel Turinici
Radon-Sobolev Variational Auto-Encoders. Neural Networks 141 (2021)
Gabriel Turinici
Convergence Dynamics of Generative Adversarial Networks: The Dual Metric Flows. ICPR Workshops (1) (2020)
Gabriel Turinici
Convergence dynamics of Generative Adversarial Networks: the dual metric flows. CoRR (2020)
Imen Ayadi, Gabriel Turinici
Stochastic Runge-Kutta methods and adaptive SGD-G2 stochastic gradient descent. ICPR (2020)
Imen Ayadi, Gabriel Turinici
Stochastic Runge-Kutta methods and adaptive SGD-G2 stochastic gradient descent. CoRR (2020)
Gabriel Turinici
Architectures of epidemic models: accommodating constraints from empirical and clinical data. CoRR (2020)
Gabriel Turinici
X-Ray Sobolev Variational Auto-Encoders. CoRR (2019)
Gabriel Turinici
Stochastic learning control of inhomogeneous quantum ensembles. CoRR (2019)
Yvon Maday, Olga Mula, Gabriel Turinici
Convergence analysis of the Generalized Empirical Interpolation Method. SIAM J. Numer. Anal. 54 (3) (2016)
Mohamed Belhadj, Julien Salomon, Gabriel Turinici
Ensemble controllability and discrimination of perturbed bilinear control systems on connected, simple, compact Lie groups. Eur. J. Control 22 (2015)
Agnès Bialecki, Eléonore Haguet, Gabriel Turinici
Existence of an Equilibrium for Lower Semicontinuous Information Acquisition Functions. J. Appl. Math. 2014 (2014)
Min Shen, Gabriel Turinici
Liquidity generated by heterogeneous beliefs and costly estimations. Networks Heterog. Media 7 (2) (2012)
Zaki Leghtas, Gabriel Turinici, Herschel Rabitz, Pierre Rouchon
Hamiltonian Identification Through Enhanced Observability Utilizing Quantum Control. IEEE Trans. Autom. Control. 57 (10) (2012)
Philippe Laurent, Herschel Rabitz, Julien Salomon, Gabriel Turinici
Control through operators for quantum chemistry. CDC (2012)
Lucie Baudouin, Julien Salomon, Gabriel Turinici
Analysis of the "Toolkit" Method for the Time-Dependent Schrödinger Equation. J. Sci. Comput. 49 (2) (2011)
Julien Salomon, Gabriel Turinici
A monotonic method for nonlinear optimal control problems with concave dependence on the state. Int. J. Control 84 (3) (2011)
Mohamed Belhadj, Andreea Grigoriu, Gabriel Turinici
Singular constant control trajectories and transition degeneracies in a closed 4-level quantum system. CDC (2010)
Yvon Maday, Julien Salomon, Gabriel Turinici
Monotonic Parareal Control for Quantum Systems. SIAM J. Numer. Anal. 45 (6) (2007)
Yvon Maday, Julien Salomon, Gabriel Turinici
Monotonic time-discretized schemes in quantum control. Numerische Mathematik 103 (2) (2006)
Mazyar Mirrahimi, Pierre Rouchon, Gabriel Turinici
Lyapunov control of bilinear Schrödinger equations. Autom. 41 (11) (2005)
Eric Cancès, François Castella, Philippe Chartier, Erwan Faou, Claude Le Bris, Frédéric Legoll, Gabriel Turinici
Long-time averaging for integrable Hamiltonian dynamics. Numerische Mathematik 100 (2) (2005)
Gabriel Turinici
Equivalence between local tracking procedures and monotonic algorithms in quantum control. CDC/ECC (2005)
Yvon Maday, Gabriel Turinici
Error bars and quadratically convergent methods for the numerical simulation of the Hartree-Fock equations. Numerische Mathematik 94 (4) (2003)
Yvon Maday, Gabriel Turinici
A parallel in time approach for quantum control: the parareal algorithm. CDC (2002)
Claude Le Bris, Yvon Maday, Gabriel Turinici
Towards efficient numerical approaches for quantum control. CRM Workshop (2002)
Yvon Maday, Anthony T. Patera, Gabriel Turinici
Convergence Theory for Reduced-Basis Approximations of Single-Parameter Elliptic Partial Differential Equations. J. Sci. Comput. 17 (1-4) (2002)
Eric Cancès, Claude Le Bris, Yvon Maday, Gabriel Turinici
Electronic Structure Computations. J. Sci. Comput. 17 (1-4) (2002)
Gabriel Turinici
Controllable quantities for bilinear quantum systems. CDC (2000)