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Classification

15,805 papers

Papers per year

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Papers

Speech Emotion Recognition from Variable-Length Inputs with Triplet Loss Function INTERSPEECH 2018
Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task INTERSPEECH 2018
Emotion Recognition from Variable-Length Speech Segments Using Deep Learning on Spectrograms INTERSPEECH 2018
Speech Emotion Recognition Using Spectrogram & Phoneme Embedding INTERSPEECH 2018
Leveraging Second-Order Log-Linear Model for Improved Deep Learning Based ASR Performance INTERSPEECH 2018
Phone Recognition Using a Non-Linear Manifold with Broad Phone Class Dependent DNNs INTERSPEECH 2018
Experience-dependent Influence of Music and Language on Lexical Pitch Learning Is Not Additive INTERSPEECH 2018
Cost-Sensitive Learning with Noisy Labels JMLR 2018
A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning JMLR 2018
On $b$-bit Min-wise Hashing for Large-scale Regression and Classification with Sparse Data JMLR 2018
To Tune or Not to Tune the Number of Trees in Random Forest JMLR 2018
Divide-and-Conquer for Debiased $l_1$-norm Support Vector Machine in Ultra-high Dimensions JMLR 2018
Pycobra: A Python Toolbox for Ensemble Learning and Visualisation JMLR 2018
KELP: a Kernel-based Learning Platform JMLR 2018
Sparse Concordance-assisted Learning for Optimal Treatment Decision JMLR 2018
Permuted and Augmented Stick-Breaking Bayesian Multinomial Regression JMLR 2018
Rate of Convergence of $k$-Nearest-Neighbor Classification Rule JMLR 2018
Learning Certifiably Optimal Rule Lists for Categorical Data JMLR 2018
ThunderSVM: A Fast SVM Library on GPUs and CPUs JMLR 2018
Importance Sampling for Minibatches JMLR 2018
A Direct Approach for Sparse Quadratic Discriminant Analysis JMLR 2018
Random Forests, Decision Trees, and Categorical Predictors: The "Absent Levels" Problem JMLR 2018
Accelerating Cross-Validation in Multinomial Logistic Regression with $\ell_1$-Regularization JMLR 2018
Theoretical Analysis of Cross-Validation for Estimating the Risk of the $k$-Nearest Neighbor Classifier JMLR 2018
Simple Classification Using Binary Data JMLR 2018