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Learning Theory

Papers archive 2025-07-28

archive papers tagged: 852 · with a code link: 140 · where Syntology ran a sample: 44 (37 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (44 of 852 tagged: 37 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 9 of 9: papers 801 to 852 of 852, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Fast rates in statistical and online learning
  9 Jul 2015 0 repositories listed
• Scalable Large-Margin Structured Learning: Theory and Algorithms
  1 Jul 2015 0 repositories listed
• What can ecosystems learn? Expanding evolutionary ecology with learning theory
  21 Jun 2015 0 repositories listed
• A Nearly Optimal and Agnostic Algorithm for Properly Learning a Mixture of k Gaussians, for any Constant k
  3 Jun 2015 0 repositories listed
• A Theory of Formal Synthesis via Inductive Learning
  15 May 2015 0 repositories listed
• Permutational Rademacher Complexity: a New Complexity Measure for Transductive Learning
  12 May 2015 0 repositories listed
• Deep Learning and Continuous Representations for Natural Language Processing
  1 May 2015 0 repositories listed
• Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm
  28 Mar 2015 0 repositories listed
• Hierarchical sparse Bayesian learning: theory and application for inferring structural damage from incomplete modal data
  21 Mar 2015 0 repositories listed
• A Bennett Inequality for the Missing Mass
  20 Mar 2015 0 repositories listed
• Efficient Learning of Linear Separators under Bounded Noise
  12 Mar 2015 0 repositories listed
• Novel Bernstein-like Concentration Inequalities for the Missing Mass
  10 Mar 2015 0 repositories listed
• Learning Mixtures of Gaussians in High Dimensions
  2 Mar 2015 0 repositories listed
• On aggregation for heavy-tailed classes
  25 Feb 2015 0 repositories listed
• On learning k-parities with and without noise
  18 Feb 2015 0 repositories listed
• The Learnability of Unknown Quantum Measurements
  3 Jan 2015 0 repositories listed
• Localized Complexities for Transductive Learning
  26 Nov 2014 0 repositories listed
• Learning circuits with few negations
  30 Oct 2014 0 repositories listed
• Computabilities of Validity and Satisfiability in Probability Logics over Finite and Countable Models
  12 Oct 2014 0 repositories listed
• Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning
  15 Jun 2014 0 repositories listed
• Deep Fisher Kernels - End to End Learning of the Fisher Kernel GMM Parameters
  1 Jun 2014 0 repositories listed
• Structural Return Maximization for Reinforcement Learning
  12 May 2014 0 repositories listed
• A Mathematical Theory of Learning
  7 May 2014 0 repositories listed
• Corpus-Based Computation of Reverse Associations
  1 May 2014 0 repositories listed
• Bayesian image segmentations by Potts prior and loopy belief propagation
  11 Apr 2014 0 repositories listed
• Novel Deviation Bounds for Mixture of Independent Bernoulli Variables with Application to the Missing Mass
  25 Feb 2014 0 repositories listed
• Binary Excess Risk for Smooth Convex Surrogates
  7 Feb 2014 0 repositories listed
• Two-stage Sampled Learning Theory on Distributions
  7 Feb 2014 0 repositories listed
• Bounding Embeddings of VC Classes into Maximum Classes
  29 Jan 2014 0 repositories listed
• The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms
  24 Jan 2014 0 repositories listed
• Learning rates of l^q coefficient regularization learning with Gaussian kernel
  19 Dec 2013 0 repositories listed
• Evolution and Computational Learning Theory: A survey on Valiant's paper
  17 Dec 2013 0 repositories listed
• A MapReduce based distributed SVM algorithm for binary classification
  15 Dec 2013 0 repositories listed
• A Unified Approach to Universal Prediction: Generalized Upper and Lower Bounds
  25 Nov 2013 0 repositories listed
• From average case complexity to improper learning complexity
  10 Nov 2013 0 repositories listed
• Learning Theory and Algorithms for Revenue Optimization in Second-Price Auctions with Reserve
  21 Oct 2013 0 repositories listed
• A Statistical Learning Based System for Fake Website Detection
  27 Sep 2013 0 repositories listed
• A Statistical Learning Theory Framework for Supervised Pattern Discovery
  2 Jul 2013 0 repositories listed
• Tight Lower Bound on the Probability of a Binomial Exceeding its Expectation
  6 Jun 2013 0 repositories listed
• Passive Learning with Target Risk
  8 Feb 2013 0 repositories listed
• Finding the True Frequent Itemsets
  7 Jan 2013 0 repositories listed
• Learning Probability Measures with respect to Optimal Transport Metrics
  1 Dec 2012 0 repositories listed
• Learning DNF Expressions from Fourier Spectrum
  3 Mar 2012 0 repositories listed
• A Reinforcement Learning Theory for Homeostatic Regulation
  1 Dec 2011 0 repositories listed
• Online Learning: Stochastic, Constrained, and Smoothed Adversaries
  1 Dec 2011 0 repositories listed
• Survey & Experiment: Towards the Learning Accuracy
  18 Dec 2010 0 repositories listed
• Online Learning: Random Averages, Combinatorial Parameters, and Learnability
  1 Dec 2010 0 repositories listed
• Online Learning via Sequential Complexities
  6 Jun 2010 0 repositories listed
• Human Rademacher Complexity
  1 Dec 2009 0 repositories listed
• Potential-Based Agnostic Boosting
  1 Dec 2009 0 repositories listed
• Human Active Learning
  1 Dec 2008 0 repositories listed
• Stability Bounds for Non-i.i.d. Processes
  1 Dec 2007 0 repositories listed