File size: 858 Bytes
bbe6938 ec0f9db 1bb3ebc ec0f9db e76cd45 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 |
---
title: README
emoji: 👁
colorFrom: gray
colorTo: blue
sdk: static
pinned: false
---
<div align=center>
<img src="https://lins-lab.github.io/assets/img/logo.png" width="70%"/>
</div>
Welcome to the website of the <u>**L**</u>earning and <u>**IN**</u>ference <u>**S**</u>ystems (LINs) Lab at Westlake University!
Our research interests lie in the intersection of optimization and generalization for deep learning:
- leveraging theoretical/empirical understanding (e.g., loss landscape, and training dynamics)
- to design efficient & robust methods (both learning and inference)
- for deep learning (centralized) and collaborative deep learning (distributed and/or decentralized),
- under imperfect environments (e.g., noisy, heterogeneous, and hardware-constrained).
Check our [lab page](https://lins-lab.github.io/) and [github](https://lins-lab/)! |