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

Attribute Noise Robust Binary Classification (Student Abstract) AAAI 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection ACL 2020
On the Complexity of Proper Distribution-Free Learning of Linear Classifiers ALT 2020
Learning Rules-First Classifiers AISTATS 2019
Simplifying Graph Convolutional Networks ICML 2019
Meta-Learning With Differentiable Convex Optimization CVPR 2019
Stochastic Gradient Descent on Separable Data: Exact Convergence with a Fixed Learning Rate AISTATS 2019
Neural and Linear Pipeline Approaches to Cross-lingual Morphological Analysis NAACL 2019
Generalization Error Analysis of Quantized Compressive Learning NIPS 2019
Towards Understanding the Generalization Bias of Two Layer Convolutional Linear Classifiers with Gradient Descent AISTATS 2019
The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4 SEMEVAL 2019
UA at SemEval-2019 Task 5: Setting A Strong Linear Baseline for Hate Speech Detection SEMEVAL 2019
SGD on Neural Networks Learns Functions of Increasing Complexity NIPS 2019
Efficient Bayes Risk Estimation for Cost-Sensitive Classification AISTATS 2019
BrainEE at SemEval-2019 Task 3: Ensembling Linear Classifiers for Emotion Prediction SEMEVAL 2019
Towards Understanding Knowledge Distillation ICML 2019
A Geometric Perspective on the Transferability of Adversarial Directions AISTATS 2019
LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification SEMEVAL 2018
Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge SEMEVAL 2018
An efficient distributed learning algorithm based on effective local functional approximations JMLR 2018
Learning Decision Trees with Stochastic Linear Classifiers ALT 2018
Computationally efficient discrimination between language varieties with large feature vectors and regularized classifiers COLING 2018
The Pessimistic Limits and Possibilities of Margin-based Losses in Semi-supervised Learning NIPS 2018
Drug-Use Identification from Tweets with Word and Character N-Grams EMNLP 2018
Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning IJCAI 2017