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Classification

1251 directly classified papers

Papers per year

Papers

Cross-cultural differences in language markers of depression online NAACL 2018
Naive Bayesian Classifiers with Extreme Probability Features PGM 2018
Deep Anomaly Detection Using Geometric Transformations NIPS 2018
Candidates vs. Noises Estimation for Large Multi-Class Classification Problem ICML 2018
Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression IJCAI 2018
Behavior of Analogical Inference w.r.t. Boolean Functions IJCAI 2018
A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios IJCAI 2018
Open Category Detection with PAC Guarantees ICML 2018
Functional Gradient Boosting based on Residual Network Perception ICML 2018
The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML 2018
Counterexample-Guided Data Augmentation IJCAI 2018
Hierarchical Active Learning with Group Proportion Feedback IJCAI 2018
Learning Bayesian network classifiers with completed partially directed acyclic graphs PGM 2018
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018
On Robust Trimming of Bayesian Network Classifiers IJCAI 2018
Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty IJCAI 2018
On Binary Classification in Extreme Regions NIPS 2018
Implementing Fusion Techniques for the Classification of Paralinguistic Information INTERSPEECH 2018
Learning convex polytopes with margin NIPS 2018
Regularization Learning Networks: Deep Learning for Tabular Datasets NIPS 2018
The Pessimistic Limits and Possibilities of Margin-based Losses in Semi-supervised Learning NIPS 2018
Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate NIPS 2018
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking ACL 2018
SocialNLP 2018 EmotionX Challenge Overview: Recognizing Emotions in Dialogues ACL 2018
EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier ACL 2018