Stefanie Jegelka is affiliated with MIT in the United States and specializes in computer science, with a focus on artificial intelligence. Their research encompasses subfields such as computer vision and pattern recognition, molecular biology, materials chemistry, and computational theory and mathematics.
Their work extensively covers topics including advanced graph neural networks, domain adaptation and few-shot learning, neural networks and their applications, stochastic gradient optimization techniques, machine learning and algorithms, adversarial robustness in machine learning, and topic modeling.
Selected recent papers authored or co-authored by Stefanie Jegelka include:
Frequent co-authors collaborating with Stefanie Jegelka include:
Stefanie Jegelka has published primarily in venues such as arXiv (Cornell University), Nature Reviews Methods Primers, Journal of Chemical Information and Modeling, the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), and Nature Communications.
The researcher has been recognized as a Fellow of the Alfred P. Sloan Foundation in 2018.
Keyulu Xu;Weihua Hu;Jure Leskovec;Stefanie Jegelka
Hyun Oh Song;Yu Xiang;Stefanie Jegelka;Silvio Savarese
Keyulu Xu;Chengtao Li;Yonglong Tian;Tomohiro Sonobe
Hyun Oh Song;Stefanie Jegelka;Vivek Rathod;Kevin Murphy
Ching-Yao Chuang;Joshua Robinson;Yen-Chen Lin;Antonio Torralba
Zi Wang;Stefanie Jegelka
Hyun Oh Song;Ross Girshick;Stefanie Jegelka;Julien Mairal
Stefanie Jegelka;Jeff Bilmes
Edward Kim;Kevin Huang;Stefanie Jegelka;Elsa Olivetti
Hyun Oh Song;Yong Jae Lee;Stefanie Jegelka;Trevor Darrell
Hongzhou Lin;Stefanie Jegelka
Keyulu Xu;Mozhi Zhang;Jingling Li;Simon Shaolei Du
Edward Kim;Zach Jensen;Alexander van Grootel;Kevin Huang
Rishabh Iyer;Stefanie Jegelka;Jeff Bilmes
Zi Wang;Clement Gehring;Pushmeet Kohli;Stefanie Jegelka
Vikas K Garg;Stefanie Jegelka;Tommi Jaakkola
Keyulu Xu;Jingling Li;Mozhi Zhang;Simon S. Du
Joshua David Robinson;Ching-Yao Chuang;Suvrit Sra;Stefanie Jegelka
Rishabh K Iyer;Stefanie Jegelka;Jeff A Bilmes
Pushmeet Kohli;Anton Osokin;Stefanie Jegelka
Ilija Bogunovic;Jonathan Scarlett;Stefanie Jegelka;Volkan Cevher
Matthew Staib;Stefanie Jegelka
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