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

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)

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)