1 citations · 1 across the 3 of their papers we have counts for
3 papers
math.NA2024★ 1 cited
Error analysis for finite element operator learning methods for solving parametric second-order elliptic PDEs
Youngjoon Hong, Seungchan Ko, Jaeyong Lee
In this paper, we provide a theoretical analysis of a type of operator learning method without data reliance based on the classical finite element approximation, which is called th…
cs.CV2023
Hydra: Multi-head Low-rank Adaptation for Parameter Efficient Fine-tuning
Sanghyeon Kim, Hyunmo Yang, Younghyun Kim +2
The recent surge in large-scale foundation models has spurred the development of efficient methods for adapting these models to various downstream tasks. Low-rank adaptation method…
q-fin.CP2023
An Adaptive Dual-level Reinforcement Learning Approach for Optimal Trade Execution
Soohan Kim, Jimyeong Kim, Hong Kee Sul +1
The purpose of this research is to devise a tactic that can closely track the daily cumulative volume-weighted average price (VWAP) using reinforcement learning. Previous studies o…