conftrace_

minimax analysis

10 papers

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Co-occurring keywords

online learning (1777) semi-supervised learning (2341) unlabeled datum (120) linear classifier (120) generalization bound (652) regret bound (1926) optimization algorithm (148) boosting algorithm (78) spectral algorithm (51) randomized algorithm (112)

Papers

Unlabeled Data Help: Minimax Analysis and Adversarial Robustness AISTATS 2022
PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review JMLR 2021
Marginal Singularity, and the Benefits of Labels in Covariate-Shift COLT 2018
A Drifting-Games Analysis for Online Learning and Applications to Boosting NIPS 2014
Tight Bounds for the Expected Risk of Linear Classifiers and PAC-Bayes Finite-Sample Guarantees AISTATS 2014
Manifold Regularization and Semi-supervised Learning: Some Theoretical Analyses JMLR 2013
Relax and Randomize : From Value to Algorithms NIPS 2012
Online Learning: Stochastic, Constrained, and Smoothed Adversaries NIPS 2011
Noise Thresholds for Spectral Clustering NIPS 2011
Statistical Analysis of Semi-Supervised Regression NIPS 2007