多任务学习领域相关资料,包括代表性学者主页、论文、综述、最新文集和开源代码。欢迎分享~
- Homepage
- Massimiliano Pontil - UCL
- Yu Zhang (张宇) - HKUST
- Tong Zhang (张潼)- Tencent AI Lab
- Fuzhen Zhuang (庄福振)
- Lei Han's Homepage
- Pattern Recognition & Neural Computing Group - NUAA
- Fei Sha University of Southern California
- Dr Xiaojun Chang – Faculty of Information Technology – Monash University
- Yu-Gang Jiang Prof.
- Zhuoliang Kang Ph.D student, Computer Science, USC
- Shiliang Sun’s Home Page
- Dr. Timothy Hospedales
- ML^2 @ UCF
- Elisa Ricci
- Gjorgji Strezoski
- Machine Learning with Interdependent and Non-identically Distributed Data
- SFU Machine Learning Reading Group
- Github
- Logistic Regression
- Bayesian Methods
- Gaussian Process
- Sparse & Low Rank Methods
- Asymmetric Multi-Task Learning
- Hierarchical_Multi_Task_Learning
- Asynchronous Multi-Task Learning
- HMTL: Hierarchical Multi-Task Learning
- Multi-task feature learning
- Multiplicative MultiTask Feature Learning (MMTFL)
- Learning Incoherent Sparse and Low-Rank Patterns from Multiple Tasks
- Variable Selection and Task Grouping for Multi-Task Learning (VSTG-MTL)
- Calibrated Multi-Task Learning Based on Non-convex Low Rank
- Multi-task_Survival_Analysis
- A Multi-Task Learning Formulation for Survival Analysis
- Federated Multi-Task Learning
- Online Learning
- Reinforcement Learning
- Package & Toolbox
- Papers
- Multitask Learning
- An overview of multi-task learning
- A brief review on multi-task learning
- Multi-task feature learning by using trace norm regularization
- Multi-Task Clustering with Model Relation Learning
- Online Multitask Learning
- Online multitask relative similarity learning
- New Directions in Transfer and Multi-Task: Learning Across Domains and Tasks
- Arxiv
- Resources
- Package & Toolbox