Tuyen Trung Truong

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Convergence Proof

Software Design

Top Venues

Artif. Intell. Medicine

J. Optim. Theory Appl.

Publications

John Erik Fornaess, Mi Hu, Tuyen Trung Truong, Takayuki Watanabe
Backtracking New Q-Newton's method, Newton's flow, Voronoi's diagram and Stochastic root finding. CoRR (2024)
John Erik Fornaess, Mi Hu, Tuyen Trung Truong, Takayuki Watanabe
Backtracking New Q-Newton's method, Schröder's theorem, and Linear Conjugacy. CoRR (2023)
Maged Helmy, Tuyen Trung Truong, Eric Jul, Paulo Ferreira
Deep learning and computer vision techniques for microcirculation analysis: A review. Patterns 4 (1) (2023)
Tuyen Trung Truong, Tat Dat To, Tuan Hang Nguyen, Thu Hang Nguyen, Hoang Phuong Nguyen, Maged Helmy
A Fast and Simple Modification of Newton's Method Avoiding Saddle Points. J. Optim. Theory Appl. 199 (2) (2023)
Tuyen Trung Truong
Creating walls to avoid unwanted points in root finding and optimization. CoRR (2023)
Maged Abdalla Helmy Mohamed Abdou, Tuyen Trung Truong, Eric Jul, Paulo Ferreira
Deep Learning and Computer Vision Techniques for Microcirculation Analysis: A Review. CoRR (2022)
Tuyen Trung Truong
Backtracking New Q-Newton's method: a good algorithm for optimization and solving systems of equations. CoRR (2022)
Maged Abdalla Helmy Abdou, Tuyen Trung Truong, Anastasiya Dykky, Paulo Ferreira, Eric Jul
CapillaryNet: An automated system to quantify skin capillary density and red blood cell velocity from handheld vital microscopy. Artif. Intell. Medicine 127 (2022)
Maged Abdalla Helmy Abdou, Paulo Ferreira, Eric Jul, Tuyen Trung Truong
CapillaryX: A Software Design Pattern for Analyzing Medical Images in Real-time using Deep Learning. CoRR (2022)
Cinzia Bisi, Jonathan D. Hauenstein, Tuyen Trung Truong
Some interesting birational morphisms of smooth affine quadric 3-folds. CoRR (2022)
Tuyen Trung Truong
A more direct and better variant of New Q-Newton's method Backtracking for m equations in m variables. CoRR (2021)
Maged Helmy, Anastasiya Dykyy, Tuyen Trung Truong, Paulo Ferreira, Eric Jul
CapillaryNet: An Automated System to Analyze Microcirculation Videos from Handheld Vital Microscopy. CoRR (2021)
Tuyen Trung Truong
New Q-Newton's method meets Backtracking line search: good convergence guarantee, saddle points avoidance, quadratic rate of convergence, and easy implementation. CoRR (2021)
Tuyen Trung Truong
Generalisations and improvements of New Q-Newton's method Backtracking. CoRR (2021)
Tuyen Trung Truong
Backtracking Gradient Descent allowing unbounded learning rates. CoRR (2020)
Tuyen Trung Truong
Unconstrained optimisation on Riemannian manifolds. CoRR (2020)
Tuyen Trung Truong
Some convergent results for Backtracking Gradient Descent method on Banach spaces. CoRR (2020)
Tuyen Trung Truong, Tuan Hang Nguyen
Asymptotic behaviour of learning rates in Armijo's condition. CoRR (2020)
Tuyen Trung Truong
Coordinate-wise Armijo's condition: General case. CoRR (2020)
Tuyen Trung Truong, Tat Dat To, Tuan Hang Nguyen, Thu Hang Nguyen, Hoang Phuong Nguyen, Maged Helmy
A modification of quasi-Newton's methods helping to avoid saddle points. CoRR (2020)
Tuyen Trung Truong
Coordinate-wise Armijo's condition. CoRR (2019)
Tuyen Trung Truong
Convergence to minima for the continuous version of Backtracking Gradient Descent. CoRR (2019)
Tuyen Trung Truong, Tuan Hang Nguyen
Backtracking gradient descent method for general $C^1$ functions, with applications to Deep Learning. CoRR (2018)