1 citations · 1 across the 3 of their papers we have counts for
4 papers
Analyzing performance of Retrieval Augmented Generation models for Question Answering Tasks
Fazle Mohammed Tasfiq, Sabab Attin, Sheikh Md. Tahmid Hossain +6
Retrieval-Augmented Generation (RAG) models have become almost a cornerstone of open-domain question answering tasks; in which the quality of answers generated in the process, grea…
Open-Loop Riemannian Frank--Wolfe: Fast Rates under Error Bounds and Scaling Inequalities
Kangming Chen
We explore fast convergence of the Riemannian Frank--Wolfe method for smooth geodesically convex optimization over compact feasible sets. Hadamard manifolds are the main setting. O…
A Proximal Gradient Framework for Composite Multiobjective Optimization on Riemannian Manifolds
Kangming Chen
This paper proposes a Riemannian Multiobjective Proximal Gradient Method (RMPGM) for composite optimization problems on manifolds. Unlike scalarization-based approaches, the propos…
Riemannian conditional gradient methods for composite optimization problems
Kangming Chen, Ellen H. Fukuda
In this paper, we propose Riemannian conditional gradient methods for minimizing composite functions, i.e., those that can be expressed as the sum of a smooth function and a retrac…