Tuyen Trung Truong

According to our database, Tuyen Trung Truong authored at least 23 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Backtracking New Q-Newton's method, Newton's flow, Voronoi's diagram and Stochastic root finding.

John Erik Fornaess, Mi Hu, Tuyen Trung Truong, Takayuki Watanabe

CoRR, 2024

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., November, 2023

Deep learning and computer vision techniques for microcirculation analysis: A review.

Maged Helmy, Tuyen Trung Truong, Eric Jul, Paulo Ferreira

Patterns, January, 2023

Backtracking New Q-Newton's method, Schröder's theorem, and Linear Conjugacy.

John Erik Fornaess, Mi Hu, Tuyen Trung Truong, Takayuki Watanabe

CoRR, 2023

Creating walls to avoid unwanted points in root finding and optimization.

Tuyen Trung Truong

CoRR, 2023

2022

Backtracking New Q-Newton's method: a good algorithm for optimization and solving systems of equations.

Tuyen Trung Truong

CoRR, 2022

Some interesting birational morphisms of smooth affine quadric 3-folds.

Cinzia Bisi, Jonathan D. Hauenstein, 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

CoRR, 2022

CapillaryX: A Software Design Pattern for Analyzing Medical Images in Real-time using Deep Learning.

Maged Abdalla Helmy Abdou, Paulo Ferreira, Eric Jul, Tuyen Trung Truong

CoRR, 2022

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, Eric Jul

Artif. Intell. Medicine, 2022

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

Generalisations and improvements of New Q-Newton's method Backtracking.

Tuyen Trung Truong

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

CapillaryNet: An Automated System to Analyze Microcirculation Videos from Handheld Vital Microscopy.

Maged Helmy, Anastasiya Dykyy, Tuyen Trung Truong, Paulo Ferreira, Eric Jul

CoRR, 2021

2020

Unconstrained optimisation on Riemannian manifolds.

Tuyen Trung Truong

CoRR, 2020

Asymptotic behaviour of learning rates in Armijo's condition.

Tuyen Trung Truong, Tuan Hang Nguyen

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

Coordinate-wise Armijo's condition: General case.

Tuyen Trung Truong

CoRR, 2020

Some convergent results for Backtracking Gradient Descent method on Banach spaces.

Tuyen Trung Truong

CoRR, 2020

Backtracking Gradient Descent allowing unbounded learning rates.

Tuyen Trung Truong

CoRR, 2020

2019

Coordinate-wise Armijo's condition.

Tuyen Trung Truong

CoRR, 2019

Convergence to minima for the continuous version of Backtracking Gradient Descent.

Tuyen Trung Truong

CoRR, 2019

2018

Backtracking gradient descent method for general $C^1$ functions, with applications to Deep Learning.

Tuyen Trung Truong, Tuan Hang Nguyen

CoRR, 2018