conftrace_

linear classifier

120 papers

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Co-occurring keywords

text classification (6793) representation learning (6206) support vector machine (978) feature extraction (1580) convex optimization (1321) generalization bound (652) kernel methods (1097) online learning (1777) random projection (145) loss function (462)

Papers

A distributed block coordinate descent method for training l1 regularized linear classifiers JMLR 2017
A non-DNN Feature Engineering Approach to Dependency Parsing – FBAML at CoNLL 2017 Shared Task CONLL 2017
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison EACL 2017
Mapping distinct timescales of functional interactions among brain networks NIPS 2017
Polyhedral Conic Classifiers for Visual Object Detection and Classification CVPR 2017
The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task CONLL 2017
Optimal Black-Box Reductions Between Optimization Objectives NIPS 2016
Structured Feature Similarity With Explicit Feature Map CVPR 2016
Identifying Hearing Loss from Learned Speech Kernels INTERSPEECH 2016
Unwrapping ADMM: Efficient Distributed Computing via Transpose Reduction AISTATS 2016
Feature-Level Domain Adaptation JMLR 2016
On Regularizing Rademacher Observation Losses NIPS 2016
Classification with Low Rank and Missing Data ICML 2015
Learning Sparse Low-Threshold Linear Classifiers JMLR 2015
Efficient Feature Extraction, Encoding and Classification for Action Recognition CVPR 2014
Training Highly Multiclass Classifiers JMLR 2014
Tight Bounds for the Expected Risk of Linear Classifiers and PAC-Bayes Finite-Sample Guarantees AISTATS 2014
Saddle Points and Accelerated Perceptron Algorithms ICML 2014
Coding for Random Projections ICML 2014
Learning Mixtures of Linear Classifiers ICML 2014
Three Guidelines of Online Learning for Large-Scale Visual Recognition CVPR 2014
A New Perspective on Learning Linear Separators with Large L_qL_p Margins AISTATS 2014
The limits of squared Euclidean distance regularization NIPS 2014
Unconfused Ultraconservative Multiclass Algorithms ACML 2013
Decomposing Bag of Words Histograms ICCV 2013