Does data interpolation contradict statistical optimality? by Rakhlin, Alexander

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Does data interpolation contradict statistical optimality? by Rakhlin, Alexander

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Applications of empirical processes in learning theory : algorithmic stability and generalization bounds by Rakhlin, Alexander

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Near optimal finite time identification of arbitrary linear dynamical systems by Sarkar, Tuhin, Rakhlin, Alexander

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Just interpolate: Kernel “Ridgeless” regression can generalize by Liang, Tengyuan, Rakhlin, Alexander

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Some Properties of Empirical Risk Minimization over Donsker Classes by Caponnetto, Andrea, Rakhlin, Alexander

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Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles by Foster, Dylan J, Rakhlin, Alexander

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Size-independent sample complexity of neural networks by Golowich, Noah, Rakhlin, Alexander, Shamir, Ohad

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Risk Bounds for Mixture Density Estimation by Rakhlin, Alexander, Panchenko, Dmitry, Mukherjee, Sayan

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Risk Bounds for Mixture Density Estimation by Rakhlin, Alexander, Panchenko, Dmitry, Mukherjee, Sayan

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Nonparametric System identification of Stochastic Switched Linear Systems by Sarkar, Tuhin, Rakhlin, Alexander, Dahleh, Munther A

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Finite Time LTI System Identification by Sarkar, Tuhin, Rakhlin, Alexander, Dahleh, Munther A

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Deep learning: a statistical viewpoint by Bartlett, Peter L, Montanari, Andrea, Rakhlin, Alexander

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Theory of Deep Learning IIb: Optimization Properties of SGD by Zhang, Chiyuan, Liao, Qianli, Rakhlin, Alexander, Miranda, Brando, Golowich, Noah, Poggio, Tomaso

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Musings on Deep Learning: Properties of SGD by Zhang, Chiyuan, Liao, Qianli, Rakhlin, Alexander, Sridharan, Karthik, Miranda, Brando, Golowich, Noah, Poggio, Tomaso

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Top-k eXtreme Contextual Bandits with Arm Hierarchy by Sen, Rajat, Rakhlin, Alexander, Ying, Lexing, Kidambi, Rahul, Foster, Dean, Hill, Daniel, Dhillon, Inderjit S

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Breast Tumor Cellularity Assessment Using Deep Neural Networks by Rakhlin, Alexander, Tiulpin, Aleksei, Shvets, Alexey A, Kalinin, Alexandr A, Iglovikov, Vladimir I, Nikolenko, Sergey

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On The Performance Of The Maximum Likelihood Over Large Models by Kur, Gil

Other Authors: “…Rakhlin, Alexander…”
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Smoothed Online Learning: Theory and Applications by Block, Adam B.

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Towards Effective Theories for Deep Learning and Beyond by Zhai, Xiyu

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