Aleksander Madry is affiliated with MIT in the United States, specializing primarily in the field of Computer Science. Their research centers on artificial intelligence, with a focus on adversarial robustness in machine learning. Their body of work spans multiple related topics including domain adaptation and few-shot learning, machine learning and data classification, advanced neural network applications, anomaly detection techniques and applications, COVID-19 diagnosis using AI, and advanced malware detection techniques.
The scientist has contributed extensively to scholarly publications, with a predominant presence in the venue arXiv (Cornell University), accounting for 47 of their works. Other publication venues include the Dagstuhl Research Online Publication Server, IEEE Transactions on Pattern Analysis and Machine Intelligence, Nature Neuroscience, and the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
Among recent papers authored or co-authored by Aleksander Madry are:
Frequent collaborators include:
Aleksander Madry's primary subfields of study reflect the breadth of interests within artificial intelligence, including computer vision and pattern recognition, radiology, nuclear medicine and imaging, signal processing, and cognitive neuroscience.
The scientist received the award of Fellow of Alfred P. Sloan Foundation in 2016.
Dimitris Tsipras;Shibani Santurkar;Logan Engstrom;Alexander Turner
Andrew Ilyas;Shibani Santurkar;Dimitris Tsipras;Logan Engstrom
Nicholas Carlini;Anish Athalye;Nicolas Papernot;Wieland Brendel
Florian Tramer;Nicholas Carlini;Wieland Brendel;Aleksander Madry
Ludwig Schmidt;Shibani Santurkar;Dimitris Tsipras;Kunal Talwar
Brandon Tran;Jerry Li;Aleksander Madry
Paul Christiano;Jonathan A. Kelner;Aleksander Madry;Daniel A. Spielman
Logan Engstrom;Brandon Tran;Dimitris Tsipras;Ludwig Schmidt
Logan G. Engstrom;Brandon Tran;Dimitris Tsipras;Ludwig Schmidt
Andrew. Ilyas;Logan G. Engstrom;Aleksander Madry
Micah Goldblum;Dimitris Tsipras;Chulin Xie;Xinyun Chen
Aleksander Madry
Nikhil Bansal;Niv Buchbinder;Aleksander Madry;Joseph (Seffi) Naor
Shibani Santurkar;Dimitris Tsipras;Andrew Ilyas;Aleksander Madry
Hadi Salman;Andrew Ilyas;Logan Engstrom;Ashish Kapoor
Logan Engstrom;Andrew Ilyas;Shibani Santurkar;Dimitris Tsipras
Kai Yuanqing Xiao;Logan Engstrom;Andrew Ilyas;Aleksander Madry
Alexander Turner;Dimitris Tsipras;Aleksander Madry
Logan Engstrom;Andrew Ilyas;Shibani Santurkar;Dimitris Tsipras
Logan Engstrom;Andrew Ilyas;Shibani Santurkar;Dimitris Tsipras
Shibani Santurkar;Andrew Ilyas;Dimitris Tsipras;Logan Engstrom
Alexander Turner;Dimitris Tsipras;Aleksander Madry
Arash Asadpour;Michel X. Goemans;Aleksander Madry;Shayan Oveis Gharan
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