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Learning Theory

Learning theory

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Showing 826–850 of 852 papers

TitleStatusHype
Binary Excess Risk for Smooth Convex Surrogates—0
Two-stage Sampled Learning Theory on Distributions—0
Bounding Embeddings of VC Classes into Maximum Classes—0
The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms—0
Learning rates of l^q coefficient regularization learning with Gaussian kernel—0
Evolution and Computational Learning Theory: A survey on Valiant's paper—0
A MapReduce based distributed SVM algorithm for binary classification—0
A Unified Approach to Universal Prediction: Generalized Upper and Lower Bounds—0
From average case complexity to improper learning complexity—0
Learning Theory and Algorithms for Revenue Optimization in Second-Price Auctions with Reserve—0
A Statistical Learning Based System for Fake Website Detection—0
A Statistical Learning Theory Framework for Supervised Pattern Discovery—0
Tight Lower Bound on the Probability of a Binomial Exceeding its Expectation—0
Passive Learning with Target Risk—0
Finding the True Frequent Itemsets—0
Learning Probability Measures with respect to Optimal Transport Metrics—0
Learning DNF Expressions from Fourier Spectrum—0
A Reinforcement Learning Theory for Homeostatic Regulation—0
Online Learning: Stochastic, Constrained, and Smoothed Adversaries—0
Survey & Experiment: Towards the Learning Accuracy—0
Online Learning: Random Averages, Combinatorial Parameters, and Learnability—0
Online Learning via Sequential Complexities—0
A Contextual-Bandit Approach to Personalized News Article RecommendationCode0
Human Rademacher Complexity—0
Potential-Based Agnostic Boosting—0
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