62 citations · 315 across the 65 of their papers we have counts for
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math.OC2022★ 1 cited
Gradient Descent-Type Methods: Background and Simple Unified Convergence Analysis
Quoc Tran-Dinh, Marten van Dijk
In this book chapter, we briefly describe the main components that constitute the gradient descent method and its accelerated and stochastic variants. We aim at explaining these co…
stat.ME2022★ 1 cited
Data Integration Via Analysis of Subspaces (DIVAS)
Jack B. Prothero, Meilei Jiang, Jan Hannig +3
Modern data collection in many data paradigms, including bioinformatics, often incorporates multiple traits derived from different data types (i.e. platforms). We call this data mu…
math.OC2022★ 1 cited
From Halpern's Fixed-Point Iterations to Nesterov's Accelerated Interpretations for Root-Finding Problems
Quoc Tran-Dinh
We derive an equivalent form of Halpern's fixed-point iteration scheme for solving a co-coercive equation (also called a root-finding problem), which can be viewed as a Nesterov's…