基本信息
浏览量:51
职业迁徙
个人简介
I have a strong analytical and practical background in artificial intelligence, information theory and telecommunications. I have led and collaborated on various theoretical and applied research projects in both academia and industry.
My current research is focused on
1. Designing deep learning algorithms that are energy, computation and memory efficient.
2. Designing machine learning/deep learning techniques that power the next generation of wireless communications (5G and beyond) in complex scenarios where traditional signal processing techniques do not work well.
Through this research I am playing my role to shape the future of smart and connected world.
I am also interested in other aspects of modern machine learning algorithms including interpretability, privacy, uncertainty estimation and better learning mechanisms.
In the past I have worked on the application of information theory and graphical models for supervised deep learning and unsupervised clustering problems. Furthermore, I have conducted research on the application of similar tools for information security and privacy problems as well as for high throughput reliable communication.
My current research is focused on
1. Designing deep learning algorithms that are energy, computation and memory efficient.
2. Designing machine learning/deep learning techniques that power the next generation of wireless communications (5G and beyond) in complex scenarios where traditional signal processing techniques do not work well.
Through this research I am playing my role to shape the future of smart and connected world.
I am also interested in other aspects of modern machine learning algorithms including interpretability, privacy, uncertainty estimation and better learning mechanisms.
In the past I have worked on the application of information theory and graphical models for supervised deep learning and unsupervised clustering problems. Furthermore, I have conducted research on the application of similar tools for information security and privacy problems as well as for high throughput reliable communication.
研究兴趣
论文共 29 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
Low-Power Computer Visionpp.235-272, (2022)
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