Miroslav Dudík is affiliated with Microsoft in the United States and focuses primarily on the field of computer science. Their research has a strong emphasis on artificial intelligence, with significant contributions also in management science and operations research, management information systems, computer science applications, and computer networks and communications.
The scientist's research topics span several areas including advanced bandit algorithms research, machine learning and algorithms, reinforcement learning in robotics, stochastic gradient optimization techniques, adversarial robustness in machine learning, data stream mining techniques, and big data and business intelligence.
Among their recent publications are:
The scientist's frequent co-authors include Robert E. Schapire, Thodoris Lykouris, Max Simchowitz, Ziwei Ji, and Matus Telgarsky. Dudík has published in venues such as arXiv (Cornell University), Communications of the ACM, and the 2022 ACM Conference on Fairness, Accountability, and Transparency.
Steven J. Phillips;Miroslav Dudík
Jane Elith;Steven J. Phillips;Trevor Hastie;Miroslav Dudík
Steven J. Phillips;Miroslav Dudík;Robert E. Schapire
Steven J. Phillips;Robert P. Anderson;Robert P. Anderson;Miroslav Dudík;Robert E. Schapire
Alekh Agarwal;Alina Beygelzimer;Miroslav Dudík;John Langford
Miroslav Dudik;John Langford;Lihong Li
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Alekh Agarwal;Olivier Chapelle;Miroslav Dudík;John Langford
Miroslav Dudík;Dumitru Erhan;John Langford;Lihong Li
Miroslav Dudík;Steven J. Phillips;Robert E Schapire
Miroslav Dudík;Steven J. Phillips;Robert E. Schapire
Miroslav Dudik;Daniel Hsu;Satyen Kale;Nikos Karampatziakis
Alekh Agarwal;Alina Beygelzimer;Miroslav Dudík;John Langford
Adith Swaminathan;Akshay Krishnamurthy;Alekh Agarwal;Miroslav Dudík
Miroslav Dudik;Daniel Hsu;Satyen Kale;Nikos Karampatziakis
Miroslav Dudík;Zaïd Harchaoui;Jérôme Malick
Yu-Xiang Wang;Alekh Agarwal;Miroslav Dudík
Zaid Harchaoui;Matthijs Douze;Mattis Paulin;Miroslav Dudik
Miroslav Dudík;Leonard J. Schulman
Simon S. Du;Akshay Krishnamurthy;Nan Jiang;Alekh Agarwal
Alekh Agarwal;Miroslav Dudík;Zhiwei Steven Wu
Hoang Minh Le;Nan Jiang;Alekh Agarwal;Miroslav Dudík
Alekh Agarwal;Olivier Chapelle;Miroslav Dudik;John Langford
Miroslav Dudík;Robert E. Schapire
Dylan J. Foster;Alekh Agarwal;Miroslav Dudík;Haipeng Luo
Alekh Agarwal;Miroslav Dudík;Zhiwei Steven Wu
Sobhan Miryoosefi;Kianté Brantley;Hal Daumé;Miroslav Dudík
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