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Classification

15,805 papers

Papers per year

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Papers

Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task ACL 2017
Determining Whether and When People Participate in the Events They Tweet About ACL 2017
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter ACL 2017
Learning Convolutional Neural Networks using Hybrid Orthogonal Projection and Estimation ACML 2017
A Study on Trust Region Update Rules in Newton Methods for Large-scale Linear Classification ACML 2017
Instance Specific Discriminative Modal Pursuit: A Serialized Approach ACML 2017
Probability Calibration Trees ACML 2017
Adaptive Sampling Scheme for Learning in Severely Imbalanced Large Scale Data ACML 2017
Scale-Invariant Recognition by Weight-Shared CNNs in Parallel ACML 2017
Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications ACML 2017
Recognizing Art Style Automatically in Painting with Deep Learning ACML 2017
One Class Splitting Criteria for Random Forests ACML 2017
Multi-Task Structured Prediction for Entity Analysis: Search-Based Learning Algorithms ACML 2017
Minimax Gaussian Classification & Clustering AISTATS 2017
Lower Bounds on Active Learning for Graphical Model Selection AISTATS 2017
On the Learnability of Fully-Connected Neural Networks AISTATS 2017
On the Troll-Trust Model for Edge Sign Prediction in Social Networks AISTATS 2017
Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers AISTATS 2017
Data Driven Resource Allocation for Distributed Learning AISTATS 2017
Fairness Constraints: Mechanisms for Fair Classification AISTATS 2017
Complementary Sum Sampling for Likelihood Approximation in Large Scale Classification AISTATS 2017
Generalization Error of Invariant Classifiers AISTATS 2017
Communication-efficient Distributed Sparse Linear Discriminant Analysis AISTATS 2017
Fast Classification with Binary Prototypes AISTATS 2017
Spatial Decompositions for Large Scale SVMs AISTATS 2017