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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
Online Learning: Stochastic, Constrained, and Smoothed Adversaries—0
A Reinforcement Learning Theory for Homeostatic Regulation—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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