Picture for Guangquan Zhang

Guangquan Zhang

Sharpness-Aware Cross-Domain Recommendation to Cold-Start Users

Add code
Aug 06, 2024
Viaarxiv icon

A Neighbor-Searching Discrepancy-based Drift Detection Scheme for Learning Evolving Data

Add code
May 23, 2024
Viaarxiv icon

A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points

Add code
May 23, 2024
Viaarxiv icon

Adaptive Stabilization Based on Machine Learning for Column Generation

Add code
May 18, 2024
Viaarxiv icon

Responsible AI: Portraits with Intelligent Bibliometrics

Add code
May 05, 2024
Viaarxiv icon

Online Boosting Adaptive Learning under Concept Drift for Multistream Classification

Add code
Jan 01, 2024
Viaarxiv icon

Meta OOD Learning for Continuously Adaptive OOD Detection

Add code
Sep 21, 2023
Viaarxiv icon

Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making

Add code
Oct 16, 2022
Figure 1 for Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
Figure 2 for Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
Figure 3 for Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
Figure 4 for Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
Viaarxiv icon

Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms

Add code
Jun 09, 2022
Figure 1 for Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms
Figure 2 for Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms
Figure 3 for Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms
Figure 4 for Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms
Viaarxiv icon

Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning

Add code
Sep 27, 2021
Figure 1 for Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning
Figure 2 for Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning
Figure 3 for Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning
Figure 4 for Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning
Viaarxiv icon