Sheng-Wei Chen

PhD student, Computer Science, National Taiwan University

Joined

June 2024

Names

Sheng-Wei Chen (Preferred)

Emails

****@ntu.edu.tw (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Computer Science, National Taiwan University (ntu.edu.tw)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

2020 – Present

Coauthor

2017 – 2020

Expertise

Machine Learning

Present

Optimization

Present

Recommendation System

Present

Publications

On the Weight Density of L2-Regularized Linear Classification and Regression
He-Zhe Lin, Zhi-Bao Lu, Sheng-Wei Chen, Cheng-Hung Liu, Chih-Jen Lin
- AISTATS 2026 Poster
- Readers: Everyone
Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems
Sheng-Wei Chen, Chih-Jen Lin
- EMNLP (Findings) 2024
- Readers: Everyone
One-class Matrix Factorization: Point-Wise Regression-Based or Pair-Wise Ranking-Based?
Sheng-Wei Chen, Chih-Jen Lin
- RecSys 2024
- Readers: Everyone
EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks
Sheng-Wei Chen, Chun-Nan Chou, Edward Y. Chang
- AAAI 2019
- Readers: Everyone
BDA-PCH: Block-Diagonal Approximation of Positive-Curvature Hessian for Training Neural Networks
Sheng-Wei Chen, Chun-Nan Chou, Edward Y. Chang
- 2018 (modified: 17 Mar 2026)
- CoRR 2018
- Readers: Everyone

Co-Authors