Kaiqi Zhang

PhD student, UC Santa Barbara

Joined

May 2021

Names

Kaiqi Zhang (Preferred)

Emails

****@ucsb.edu (Confirmed)

Personal Links

Google Scholar

Career & Education History

PhD student

UC Santa Barbara (ucsb.edu)

2016 – Present

Advisors, Relations & Conflicts

PhD Advisor

Yu-Xiang Wang

2021 – 2023

Expertise

Statistics machine learning

2021 – Present

Hardware accleration for deep learning

2018 – 2021

Publications

Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes
Dan Qiao, Kaiqi Zhang, Esha Singh, Daniel Soudry, Yu-Xiang Wang
- CPAL 2025 (Recent Spotlight Track)
- Readers: Everyone
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes
Dan Qiao, Kaiqi Zhang, Esha Singh, Daniel Soudry, Yu-Xiang Wang
- NeurIPS 2024 spotlight
- Readers: Everyone
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
Zixuan Zhang, Kaiqi Zhang, Minshuo Chen, Yuma Takeda, Mengdi Wang, Tuo Zhao, Yu-Xiang Wang
- NeurIPS 2024 poster
- Readers: Everyone
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
Zixuan Zhang, Kaiqi Zhang, Minshuo Chen, Yuma Takeda, Mengdi Wang, Tuo Zhao, Yu-Xiang Wang
- M3L 2023 Poster
- Readers: Everyone
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
Kaiqi Zhang, Zixuan Zhang, Minshuo Chen, Yuma Takeda, Mengdi Wang, Tuo Zhao, Yu-Xiang Wang
- Submitted to ICLR 2024
- Readers: Everyone
Why Quantization Improves Generalization: NTK of Binary Weight Neural Network
Kaiqi Zhang, Ming Yin, Yu-Xiang Wang
- NCW ICML 2023
- Readers: Everyone
Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?
Kaiqi Zhang, Yu-Xiang Wang
- Published: 01 Feb 2023, Last Modified: 24 Feb 2023
- ICLR 2023 poster
- Readers: Everyone
Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?
Kaiqi Zhang, Yu-Xiang Wang
- 16 May 2022 (modified: 05 May 2023)
- NeurIPS 2022 Submitted
- Readers: Everyone