Developing An Attention-Based Ensemble Learning Framework for Financial Portfolio Optimisation

13 April 2024

Papers citing "Developing An Attention-Based Ensemble Learning Framework for Financial Portfolio Optimisation"

14 / 14 papers shown

Title
Developing A Multi-Agent and Self-Adaptive Framework with Deep Reinforcement Learning for Dynamic Portfolio Risk Management Zhenglong Li Vincent Tam Kwan L. Yeung 80 5 0 01 Feb 2024
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 413 12,076 0 18 Jul 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,761 0 15 Mar 2023
A General Survey on Attention Mechanisms in Deep Learning Gianni Brauwers Flavius Frasincar 81 324 0 27 Mar 2022
Recent Advances in Reinforcement Learning in Finance B. Hambly Renyuan Xu Huining Yang OffRL 126 176 0 08 Dec 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 470 21,603 0 25 Mar 2021
Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning Yifan Zhang P. Zhao Qingyao Wu Bin Li Junzhou Huang Mingkui Tan OOD 139 96 0 06 Mar 2020
Applications of deep learning in stock market prediction: recent progress Weiwei Jiang AIFin 57 486 0 29 Feb 2020
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 157 662 0 05 Apr 2019
Attention in Natural Language Processing Andrea Galassi Marco Lippi Paolo Torroni GNN 66 480 0 04 Feb 2019
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 195 5,218 0 26 Feb 2018
A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem Zhengyao Jiang Dixing Xu Jinjun Liang OOD 71 347 0 30 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Online Portfolio Selection: A Survey Bin Li Guosheng Lin 134 267 0 10 Dec 2012