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Aleksander Madry
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Research Interests: My research spans algorithmic graph theory, optimization and machine learning. In particular, I have a strong interest in building on the existing machine learning techniques to forge a decision-making toolkit that is reliable and well-understood enough to be safely and responsibly deployed in the real world.
Papers79 papers
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ICLR 2021, (2021)
ICLR 2021, (2021)
NIPS 2020, (2020)
Micah Goldblum, Dimitris Tsipras, Chulin Xie,Xinyun Chen, Avi Schwarzschild,Dawn Song,Aleksander Madry,Bo Li,Tom Goldstein
international conference on machine learning, (2020)
Andrew Ilyas, Logan Engstrom,Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph,Aleksander Madry
ICLR, (2020)
Logan Engstrom,Andrew Ilyas,Shibani Santurkar, Dimitris Tsipras, Firdaus Janoos, Larry Rudolph,Aleksander Madry
ICLR, (2020)
SIAM J. Comput., no. 5 (2020)
NIPS 2020, (2020)
ICML, pp.2922-2932, (2020)
ICML 2020, (2020)
Engstrom Logan,Ilyas Andrew,Santurkar Shibani, Tsipras Dimitris, Janoos Firdaus, Rudolph Larry,Madry Aleksander
ICML, pp.9625-9635, (2020)
FOCS, pp.93-104, (2020)
Nicholas Carlini, Anish Athalye,Nicolas Papernot,Wieland Brendel, Jonas Rauber, Dimitris Tsipras,Ian J. Goodfellow,Aleksander Madry,Alexey Kurakin
arXiv: Learning, (2019)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019)
NeurIPS, pp.1260-1271, (2019)
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