12 citations · 15 across the 3 of their papers we have counts for
3 papers
Data-driven initialization of deep learning solvers for Hamilton-Jacobi-Bellman PDEs
Anastasia Borovykh, Dante Kalise, Alexis Laignelet +1
A deep learning approach for the approximation of the Hamilton-Jacobi-Bellman partial differential equation (HJB PDE) associated to the Nonlinear Quadratic Regulator (NLQR) problem…
Towards Robust and Stable Deep Learning Algorithms for Forward Backward Stochastic Differential Equations
Batuhan Güler, Alexis Laignelet, Panos Parpas
Applications in quantitative finance such as optimal trade execution, risk management of options, and optimal asset allocation involve the solution of high dimensional and nonlinea…
Combination of multiple Deep Learning architectures for Offensive Language Detection in Tweets
Nicolò Frisiani, Alexis Laignelet, Batuhan Güler
This report contains the details regarding our submission to the OffensEval 2019 (SemEval 2019 - Task 6). The competition was based on the Offensive Language Identification Dataset…