Alexander Rakhlin is affiliated with MIT in the United States and has contributed extensively to the field of Computer Science, with a specialization in Artificial Intelligence, Management Science and Operations Research, Computer Vision and Pattern Recognition, Computational Mechanics, and Statistics and Probability.
Their recent publications include works spanning several venues and topics. Notable papers are: "Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles" (2020, arXiv, Cornell University), published twice with different citation counts; "ColocML: machine learning quantifies co-localization between mass spectrometry images" (2020, Bioinformatics); "DeepCycle reconstructs a cyclic cell cycle trajectory from unsegmented cell images using convolutional neural networks" (2020, Molecular Systems Biology); and "Learning nonlinear dynamical systems from a single trajectory" (2020, arXiv, Cornell University).
Their research focuses on topics such as Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Data Stream Mining Techniques, Reinforcement Learning in Robotics, Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques, and Adversarial Robustness in Machine Learning.
Frequent co-authors include Dylan J. Foster, Adam Block, Jian Qian, Ayush Sekhari, and Zeyu Jia. Many of these collaborations reflect sustained partnerships over multiple publications.
Alexander Rakhlin has published primarily in the following venues: arXiv (Cornell University) with 46 publications, Bioinformatics, Molecular Systems Biology, and Acta Numerica. These venues highlight a combination of preprint archives and specialized journals in computational biology and numerical analysis.
Alexander Rakhlin;Ohad Shamir;Karthik Sridharan
Alexey A. Shvets;Alexander Rakhlin;Alexandr A. Kalinin;Vladimir I. Iglovikov
Noah Golowich;Alexander Rakhlin;Ohad Shamir
Jacob D Abernethy;Elad Hazan;Alexander Rakhlin
Alexander Rakhlin;Alexey Shvets;Vladimir Iglovikov;Alexandr A. Kalinin
Maxim Raginsky;Alexander Rakhlin;Matus Telgarsky
Elad Hazan;Alexander Rakhlin;Peter L. Bartlett
Tengyuan Liang;Alexander Rakhlin
Alexander Rakhlin;Karthik Sridharan
Ali Jadbabaie;Alexander Rakhlin;Shahin Shahrampour;Karthik Sridharan
Vladimir I. Iglovikov;Alexander Rakhlin;Alexandr A. Kalinin;Alexey A. Shvets
Alekh Agarwal;Dean P. Foster;Daniel J. Hsu;Sham M. Kakade
Jacob Duncan Abernethy;Peter Bartlett;Alexander Rakhlin;Ambuj Tewari
Peter L. Bartlett;Andrea Montanari;Alexander Rakhlin
Tengyuan Liang;Tomaso A. Poggio;Alexander Rakhlin;James Stokes
Mikhail Belkin;Alexander Rakhlin;Alexandre B. Tsybakov
Alexander Rakhlin;Andrea Caponnetto
Gábor Bartók;Dean P. Foster;Dávid Pál;Alexander Rakhlin
Alexander Rakhlin;Karthik Sridharan;Ambuj Tewari
Shahin Shahrampour;Alexander Rakhlin;Ali Jadbabaie
Dylan Foster;Alexander Rakhlin
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