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Regression

4964 directly classified papers

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Papers

A Unifying Framework for Gaussian Process Pseudo-Point Approximations using Power Expectation Propagation JMLR 2017
Approximation Vector Machines for Large-scale Online Learning JMLR 2017
Regularized Estimation and Testing for High-Dimensional Multi-Block Vector-Autoregressive Models JMLR 2017
Learning Theory of Distributed Regression with Bias Corrected Regularization Kernel Network JMLR 2017
Kernel Partial Least Squares for Stationary Data JMLR 2017
Gap Safe Screening Rules for Sparsity Enforcing Penalties JMLR 2017
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models JMLR 2017
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding CONLL 2017
Nature of Contrast and Coarticulation: Evidence from Mizo Tones and Assamese Vowel Harmony INTERSPEECH 2017
An HMM/DNN Comparison for Synchronized Text-to-Speech and Tongue Motion Synthesis INTERSPEECH 2017
Learning the Mapping Function from Voltage Amplitudes to Sensor Positions in 3D-EMA Using Deep Neural Networks INTERSPEECH 2017
Jointly Predicting Arousal, Valence and Dominance with Multi-Task Learning INTERSPEECH 2017
A Hierarchical Encoder-Decoder Model for Statistical Parametric Speech Synthesis INTERSPEECH 2017
A Maximum Likelihood Approach to Deep Neural Network Based Nonlinear Spectral Mapping for Single-Channel Speech Separation INTERSPEECH 2017
Ideal Ratio Mask Estimation Using Deep Neural Networks for Monaural Speech Segregation in Noisy Reverberant Conditions INTERSPEECH 2017
On the Influence of Modifying Magnitude and Phase Spectrum to Enhance Noisy Speech Signals INTERSPEECH 2017
An Affect Prediction Approach Through Depression Severity Parameter Incorporation in Neural Networks INTERSPEECH 2017
Effects of Training Data Variety in Generating Glottal Pulses from Acoustic Features with DNNs INTERSPEECH 2017
Investigating Efficient Feature Representation Methods and Training Objective for BLSTM-Based Phone Duration Prediction INTERSPEECH 2017
Waveform Modeling Using Stacked Dilated Convolutional Neural Networks for Speech Bandwidth Extension INTERSPEECH 2017
A Fully Convolutional Neural Network for Speech Enhancement INTERSPEECH 2017
DNN-Based Ultrasound-to-Speech Conversion for a Silent Speech Interface INTERSPEECH 2017
Learning Data-Efficient Rigid-Body Contact Models: Case Study of Planar Impact CORL 2017
Faster Principal Component Regression and Stable Matrix Chebyshev Approximation ICML 2017
Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees ICML 2017