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2020 – today
- 2024
[i21]John Erik Fornæss, Mi Hu, Tuyen Trung Truong, Takayuki Watanabe:
Backtracking New Q-Newton's method, Newton's flow, Voronoi's diagram and Stochastic root finding. CoRR abs/2401.01393 (2024)- [i20]John Erik Fornæss, Mi Hu, Tuyen Trung Truong:
Backtracking New Q-Newton's method for finding roots of meromorphic functions in 1 complex variable: Global convergence, and local stable/unstable curves. CoRR abs/2412.02476 (2024) - 2023
- [j3]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): 805-830 (2023) - [j2]Maged Helmy, Tuyen Trung Truong, Eric Jul, Paulo Ferreira:
Deep learning and computer vision techniques for microcirculation analysis: A review. Patterns 4(1): 100641 (2023) - [i19]Tuyen Trung Truong:
Creating walls to avoid unwanted points in root finding and optimization. CoRR abs/2309.11475 (2023) - [i18]John Erik Fornæss, Mi Hu, Tuyen Trung Truong, Takayuki Watanabe:
Backtracking New Q-Newton's method, Schröder's theorem, and Linear Conjugacy. CoRR abs/2312.12166 (2023) - 2022
- [j1]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: 102287 (2022) - [i17]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 abs/2204.08462 (2022) - [i16]Maged Abdalla Helmy Mohamed Abdou, Tuyen Trung Truong, Eric Jul, Paulo Ferreira:
Deep Learning and Computer Vision Techniques for Microcirculation Analysis: A Review. CoRR abs/2205.05493 (2022) - [i15]Cinzia Bisi, Jonathan D. Hauenstein, Tuyen Trung Truong:
Some interesting birational morphisms of smooth affine quadric 3-folds. CoRR abs/2208.14327 (2022) - [i14]Tuyen Trung Truong:
Backtracking New Q-Newton's method: a good algorithm for optimization and solving systems of equations. CoRR abs/2209.05378 (2022) - 2021
- [i13]Maged Helmy, Anastasiya Dykyy, Tuyen Trung Truong, Paulo Ferreira, Eric Jul:
CapillaryNet: An Automated System to Analyze Microcirculation Videos from Handheld Vital Microscopy. CoRR abs/2104.11574 (2021) - [i12]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 abs/2108.10249 (2021) - [i11]Tuyen Trung Truong:
Generalisations and improvements of New Q-Newton's method Backtracking. CoRR abs/2109.11395 (2021) - [i10]Tuyen Trung Truong:
A more direct and better variant of New Q-Newton's method Backtracking for m equations in m variables. CoRR abs/2110.07403 (2021) - 2020
- [i9]Tuyen Trung Truong:
Backtracking Gradient Descent allowing unbounded learning rates. CoRR abs/2001.02005 (2020) - [i8]Tuyen Trung Truong:
Some convergent results for Backtracking Gradient Descent method on Banach spaces. CoRR abs/2001.05768 (2020) - [i7]Tuyen Trung Truong:
Coordinate-wise Armijo's condition: General case. CoRR abs/2003.05252 (2020) - [i6]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 abs/2006.01512 (2020) - [i5]Tuyen Trung Truong, Tuan Hang Nguyen:
Asymptotic behaviour of learning rates in Armijo's condition. CoRR abs/2007.03618 (2020) - [i4]Tuyen Trung Truong:
Unconstrained optimisation on Riemannian manifolds. CoRR abs/2008.11091 (2020)
2010 – 2019
- 2019
- [i3]Tuyen Trung Truong:
Convergence to minima for the continuous version of Backtracking Gradient Descent. CoRR abs/1911.04221 (2019) - [i2]Tuyen Trung Truong:
Coordinate-wise Armijo's condition. CoRR abs/1911.07820 (2019) - 2018
- [i1]Tuyen Trung Truong, Tuan Hang Nguyen:
Backtracking gradient descent method for general $C^1$ functions, with applications to Deep Learning. CoRR abs/1808.05160 (2018)
Coauthor Index
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