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Classification

15,805 papers

Papers per year

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Papers

Crowdclustering with Partition Labels AISTATS 2018
Sparse Linear Isotonic Models AISTATS 2018
Robustness of classifiers to uniform $\ell_p$ and Gaussian noise AISTATS 2018
Teacher Improves Learning by Selecting a Training Subset AISTATS 2018
Achieving the time of 1-NN, but the accuracy of k-NN AISTATS 2018
Learning with Complex Loss Functions and Constraints AISTATS 2018
Spectral Algorithms for Computing Fair Support Vector Machines AISTATS 2018
Bayesian Multi-label Learning with Sparse Features and Labels, and Label Co-occurrences AISTATS 2018
Derivative Free Optimization Via Repeated Classification AISTATS 2018
Bootstrapping EM via Power EM and Convergence in the Naive Bayes Model AISTATS 2018
Robust Inference for Multiclass Classification ALT 2018
Learning Decision Trees with Stochastic Linear Classifiers ALT 2018
An Adaptive Strategy for Active Learning with Smooth Decision Boundary ALT 2018
On Similarity Prediction and Pairwise Clustering ALT 2018
Multi-task {K}ernel {L}earning Based on {P}robabilistic {L}ipschitzness ALT 2018
Two Local Models for Neural Constituent Parsing COLING 2018
How Predictable is Your State? Leveraging Lexical and Contextual Information for Predicting Legislative Floor Action at the State Level COLING 2018
Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition COLING 2018
Simple Neologism Based Domain Independent Models to Predict Year of Authorship COLING 2018
Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation COLING 2018
Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs COLING 2018
Topic or Style? Exploring the Most Useful Features for Authorship Attribution COLING 2018
WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages COLING 2018
Authorship Identification for Literary Book Recommendations COLING 2018
Interpretation of Implicit Conditions in Database Search Dialogues COLING 2018