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Fast rates in statistical and online learning

9 July 2015

Papers citing "Fast rates in statistical and online learning"

23 / 73 papers shown

Title
Adaptivity and Optimality: A Universal Algorithm for Online Convex Optimization Guanghui Wang Shiyin Lu Lijun Zhang ODL 79 23 0 15 May 2019
On the convergence of the maximum likelihood estimator for the transition rate under a 2-state symmetric model L. Ho Vu C. Dinh Frederick Albert Matsen IV M. Suchard 54 0 0 10 Mar 2019
Adaptive Hedging under Delayed Feedback Alexander Korotin V. Výugin Evgeny Burnaev 36 5 0 27 Feb 2019
Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance Ulysse Marteau-Ferey Dmitrii Ostrovskii Francis R. Bach Alessandro Rudi 188 52 0 08 Feb 2019
A Primer on PAC-Bayesian Learning Benjamin Guedj 179 223 0 16 Jan 2019
Graphical Convergence of Subgradients in Nonconvex Optimization and Learning Damek Davis Dmitriy Drusvyatskiy 81 26 0 17 Oct 2018
On the optimality of the Hedge algorithm in the stochastic regime Jaouad Mourtada Stéphane Gaïffas 70 53 0 05 Sep 2018
Non-bifurcating phylogenetic tree inference via the adaptive LASSO Cheng Zhang Vu C. Dinh Frederick Albert Matsen IV 128 8 0 28 May 2018
Efficient online algorithms for fast-rate regret bounds under sparsity Pierre Gaillard Olivier Wintenberger 41 10 0 23 May 2018
Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions Mingrui Liu Xiaoxuan Zhang Lijun Zhang Rong Jin Tianbao Yang 86 25 0 11 May 2018
Logistic Regression: The Importance of Being Improper Dylan J. Foster Satyen Kale Haipeng Luo M. Mohri Karthik Sridharan 71 78 0 25 Mar 2018
Parameter-free online learning via model selection Dylan J. Foster Satyen Kale M. Mohri Karthik Sridharan 128 61 0 30 Dec 2017
A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity Peter Grünwald Nishant A. Mehta 50 35 0 21 Oct 2017
Fast rates for online learning in Linearly Solvable Markov Decision Processes Gergely Neu Vicencc Gómez 59 13 0 21 Feb 2017
Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities Ruitong Huang Tor Lattimore András Gyorgy Csaba Szepesvári 66 31 0 10 Feb 2017
Fast learning rates with heavy-tailed losses Vu C. Dinh L. Ho Binh T. Nguyen D. M. Nguyen 68 12 0 29 Sep 2016
Bayes factor consistency S. Chib Todd A. Kuffner 34 24 0 01 Jul 2016
Localization of VC Classes: Beyond Local Rademacher Complexities Nikita Zhivotovskiy Steve Hanneke 120 32 0 02 Jun 2016
Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning Wouter M. Koolen Peter Grünwald T. Erven 72 38 0 20 May 2016
Fast rates with high probability in exp-concave statistical learning Nishant A. Mehta 48 2 0 04 May 2016
Fast Rates for General Unbounded Loss Functions: from ERM to Generalized Bayes Peter Grünwald Nishant A. Mehta 227 73 0 01 May 2016
MetaGrad: Multiple Learning Rates in Online Learning T. Erven Wouter M. Koolen ODL 119 98 0 29 Apr 2016
Inconsistency of Bayesian Inference for Misspecified Linear Models, and a Proposal for Repairing It Peter Grünwald T. V. Ommen 147 268 0 11 Dec 2014