Tom Goldstein is affiliated with the University of Maryland, College Park in the United States. Their research primarily spans the field of Computer Science, with substantial contributions in Artificial Intelligence, Computer Vision and Pattern Recognition, Electrical and Electronic Engineering, Signal Processing, and Computer Networks and Communications.
Within these fields, their work focuses on key topics including Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Anomaly Detection Techniques and Applications, Domain Adaptation and Few-Shot Learning, Topic Modeling, Natural Language Processing Techniques, and Machine Learning and Data Classification.
Goldstein has coauthored extensively with several researchers, including:
Their frequent publication venues reflect their active engagement across prominent platforms:
Goldstein's recent papers illustrate their research scope and interests:
They have been recognized by being named a Fellow of the Alfred P. Sloan Foundation in 2017.
Tom Goldstein;Stanley Osher
Hao Li;Zheng Xu;Gavin Taylor;Christoph Studer
Tom Goldstein;Brendan O'Donoghue;Simon Setzer;Richard G. Baraniuk
Ali Shafahi;Mahyar Najibi;Mohammad Amin Ghiasi;Zheng Xu
Tom Goldstein;Xavier Bresson;Stanley Osher
Ali Shafahi;W. Ronny Huang;Mahyar Najibi;Octavian Suciu
Chen Zhu;Yu Cheng;Zhe Gan;Siqi Sun
Sven Jacobsson;Giuseppe Durisi;Mikael Coldrey;Tom Goldstein
Tom Goldstein;Christoph Studer
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Micah Goldblum;Liam Fowl;Soheil Feizi;Tom Goldstein
Tom Goldstein;Christoph Studer;Richard G. Baraniuk
Micah Goldblum;Dimitris Tsipras;Chulin Xie;Xinyun Chen
Zuxuan Wu;Xintong Han;Yen-Liang Lin;Mustafa Gökhan Uzunbas
Unknown
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Zuxuan Wu;Ser-Nam Lim;Larry S. Davis;Tom Goldstein
Gavin Taylor;Ryan Burmeister;Zheng Xu;Bharat Singh
Christoph Studer;Said Medjkouh;Emre Gonultas;Tom Goldstein
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Ali Shafahi;W. Ronny Huang;Christoph Studer;Soheil Feizi
Ali Shafahi;Mahyar Najibi;Zheng Xu;John P. Dickerson
Hao Li;Soham De;Zheng Xu;Christoph Studer
Chen Zhu;W. Ronny Huang;Ali Shafahi;Hengduo Li
Chuan Guo;Tom Goldstein;Awni Hannun;Laurens van der Maaten
Ping-Yeh Chiang;Renkun Ni;Ahmed Abdelkader;Chen Zhu
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