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Regression

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Papers

Sketching for Kronecker Product Regression and P-splines AISTATS 2018
Effects of Dimensional Input on Paralinguistic Information Perceived from Synthesized Dialogue Speech with Neural Network INTERSPEECH 2018
Predicting Arousal and Valence from Waveforms and Spectrograms Using Deep Neural Networks INTERSPEECH 2018
Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition AISTATS 2018
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models AISTATS 2018
Encoding Individual Acoustic Features Using Dyad-Augmented Deep Variational Representations for Dialog-level Emotion Recognition INTERSPEECH 2018
Stock Price Prediction Using Attention-based Multi-Input LSTM ACML 2018
Blind Predicting Similar Quality Map for Image Quality Assessment CVPR 2018
Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging JMLR 2018
Which Scores to Predict in Sentence Regression for Text Summarization? NAACL 2018
THU_NGN at SemEval-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention CNN-LSTM SEMEVAL 2018
ARB-SEN at SemEval-2018 Task1: A New Set of Features for Enhancing the Sentiment Intensity Prediction in Arabic Tweets SEMEVAL 2018
Saturating Splines and Feature Selection JMLR 2018
KELP: a Kernel-based Learning Platform JMLR 2018
Pycobra: A Python Toolbox for Ensemble Learning and Visualisation JMLR 2018
Gradient Hard Thresholding Pursuit JMLR 2018
Learning multiview embeddings for assessing dementia EMNLP 2018
Plug-in Estimators for Conditional Expectations and Probabilities AISTATS 2018
Cause-Effect Inference by Comparing Regression Errors AISTATS 2018
On denoising modulo 1 samples of a function AISTATS 2018
Discriminative Learning of Prediction Intervals AISTATS 2018
Accurate Uncertainties for Deep Learning Using Calibrated Regression ICML 2018
Unsupervised Training for 3D Morphable Model Regression CVPR 2018
Wrapped Gaussian Process Regression on Riemannian Manifolds CVPR 2018
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation CVPR 2018