Backtracking gradient descent method for general $C^1$ functions, with applications to Deep Learning. - Tuyen Trung Truong; Tuan Hang Nguyen (CoRR, 2018)

Convergence to minima for the continuous version of Backtracking Gradient Descent. - Tuyen Trung Truong (CoRR, 2019)

Coordinate-wise Armijo's condition. - Tuyen Trung Truong (CoRR, 2019)

Backtracking Gradient Descent allowing unbounded learning rates. - Tuyen Trung Truong (CoRR, 2020)

Some convergent results for Backtracking Gradient Descent method on Banach spaces. - Tuyen Trung Truong (CoRR, 2020)

Coordinate-wise Armijo's condition: General case. - Tuyen Trung Truong (CoRR, 2020)

A modification of quasi-Newton's methods helping to avoid saddle points. - Tuyen Trung Truong; Tat Dat To; Tuan Hang Nguyen; Thu Hang Nguyen; Hoang Phuong Nguyen; Maged Helmy (CoRR, 2020)

Asymptotic behaviour of learning rates in Armijo's condition. - Tuyen Trung Truong; Tuan Hang Nguyen (CoRR, 2020)

Unconstrained optimisation on Riemannian manifolds. - Tuyen Trung Truong (CoRR, 2020)

CapillaryNet: An Automated System to Analyze Microcirculation Videos from Handheld Vital Microscopy. - Maged Helmy; Anastasiya Dykyy; Tuyen Trung Truong; Paulo Ferreira 001; Eric Jul (CoRR, 2021)

New Q-Newton's method meets Backtracking line search: good convergence guarantee, saddle points avoidance, quadratic rate of convergence, and easy implementation. - Tuyen Trung Truong (CoRR, 2021)

Generalisations and improvements of New Q-Newton's method Backtracking. - Tuyen Trung Truong (CoRR, 2021)

A more direct and better variant of New Q-Newton's method Backtracking for m equations in m variables. - Tuyen Trung Truong (CoRR, 2021)

CapillaryNet: An automated system to quantify skin capillary density and red blood cell velocity from handheld vital microscopy. - Maged Abdalla Helmy Abdou; Tuyen Trung Truong; Anastasiya Dykky; Paulo Ferreira 001; Eric Jul (Artif. Intell. Medicine, 2022)

CapillaryX: A Software Design Pattern for Analyzing Medical Images in Real-time using Deep Learning. - Maged Abdalla Helmy Abdou; Paulo Ferreira 001; Eric Jul; Tuyen Trung Truong (CoRR, 2022)

Deep Learning and Computer Vision Techniques for Microcirculation Analysis: A Review. - Maged Abdalla Helmy Mohamed Abdou; Tuyen Trung Truong; Eric Jul; Paulo Ferreira 001 (CoRR, 2022)

Some interesting birational morphisms of smooth affine quadric 3-folds. - Cinzia Bisi; Jonathan D. Hauenstein; Tuyen Trung Truong (CoRR, 2022)

Backtracking New Q-Newton's method: a good algorithm for optimization and solving systems of equations. - Tuyen Trung Truong (CoRR, 2022)

Creating walls to avoid unwanted points in root finding and optimization. - Tuyen Trung Truong (CoRR, 2023)

Backtracking New Q-Newton's method, Schröder's theorem, and Linear Conjugacy. - John Erik Fornæss; Mi Hu; Tuyen Trung Truong; Takayuki Watanabe (CoRR, 2023)

Deep learning and computer vision techniques for microcirculation analysis: A review. - Maged Helmy; Tuyen Trung Truong; Eric Jul; Paulo Ferreira 001 (Patterns, 2023)

A Fast and Simple Modification of Newton's Method Avoiding Saddle Points. - Tuyen Trung Truong; Tat Dat To; Tuan Hang Nguyen; Thu Hang Nguyen; Hoang Phuong Nguyen; Maged Helmy (J. Optim. Theory Appl., 2023)

Backtracking New Q-Newton's method, Newton's flow, Voronoi's diagram and Stochastic root finding. - John Erik Fornæss; Mi Hu; Tuyen Trung Truong; Takayuki Watanabe (CoRR, 2024)

Backtracking New Q-Newton's method for finding roots of meromorphic functions in 1 complex variable: Global convergence, and local stable/unstable curves. - John Erik Fornæss; Mi Hu; Tuyen Trung Truong (CoRR, 2024)