基本信息
浏览量:217
职业迁徙
个人简介
My main research goal is build reliable AI solutions. My research interests span several areas in machine learning and artificial intelligence this includes Bayesian inference, deep generative modeling, uncertainty quantification and learning with limited data. My current work focuses on developing theory and practical systems for machine learning applications that demand constraints such as reliability, fairness, and interpretability. I am a core contributor to several open-source trustworthy AI toolkits - AI Fairness 360, AI Explainability 360, and Uncertainty Quantification 360.
研究兴趣
论文共 116 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
Swapnaja Achintalwar, Ioana Baldini,Djallel Bouneffouf, Joan Byamugisha,Maria Chang,Pierre Dognin,Eitan Farchi,Ndivhuwo Makondo, Aleksandra Mojsilovic,Manish Nagireddy,Karthikeyan Natesan Ramamurthy,Inkit Padhi,
arxiv(2024)
引用0浏览0引用
0
0
CoRR (2024)
引用0浏览0EI引用
0
0
Hussein Mozannar,Valerie Chen, Mohammed Alsobay,Subhro Das, Sebastian Zhao,Dennis Wei, Manish Nagireddy,Prasanna Sattigeri,Ameet Talwalkar,David Sontag
arxiv(2024)
引用0浏览0引用
0
0
Erik Miehling, Manish Nagireddy,Prasanna Sattigeri,Elizabeth M. Daly,David Piorkowski,John T. Richards
arxiv(2024)
引用0浏览0引用
0
0
Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger, Bishwaranjan Bhattacharjee,Djallel Bouneffouf, Subhajit Chaudhury,Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula,
arxiv(2024)
引用0浏览0引用
0
0
arxiv(2024)
引用0浏览0引用
0
0
Lucas Monteiro Paes,Dennis Wei,Hyo Jin Do,Hendrik Strobelt,Ronny Luss,Amit Dhurandhar,Manish Nagireddy,Karthikeyan Natesan Ramamurthy,Prasanna Sattigeri, Werner Geyer,Soumya Ghosh
arxiv(2024)
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