基本信息
浏览量:310
职业迁徙
个人简介
My research involves contributing theoretical works in Causal AI and Statistical ML and applying them to solving problems in Computer Systems (Autonomous Systems and Robotics, ML Inference Pipelines, “Multi-Modal, Multi-Model, Composed, Heterogeneous, and Cloud-Native” Systems) and a few interdisciplinary areas in sciences and engineering (Cancer, Genomic, Neuroscience). I am, in particular, interested in the theoretical foundations of Causal AI, Representation Learning, Large Language Models, and Transfer Learning. In addition to theory, I am excited about several directions in ML for Systems and Systems for ML. In particular, I am interested in Autonomous
Systems, Robot Learning, Hardware Accelerators for ML, Performance Analysis and Optimization of Computer Systems (Software/Hardware co-design), and the Robustness of ML Systems.
Systems, Robot Learning, Hardware Accelerators for ML, Performance Analysis and Optimization of Computer Systems (Software/Hardware co-design), and the Robustness of ML Systems.
研究兴趣
论文共 154 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
AAAI 2024no. 20 (2024): 22700-22700
Proceedings of the 4th Workshop on Machine Learning and Systems (2024)
EuroMLSys '23: Proceedings of the 3rd Workshop on Machine Learning and Systems (2023): 78-86
引用0浏览0EI引用
0
0
CoRR (2023)
引用0浏览0EI引用
0
0
arXiv (Cornell University) (2023)
引用0浏览0引用
0
0
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn