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Regression

4964 directly classified papers

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Papers

Spectral Mixture Kernels for Multi-Output Gaussian Processes NIPS 2017
Convolutional Gaussian Processes NIPS 2017
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis JMLR 2017
Stabilized Sparse Online Learning for Sparse Data JMLR 2017
On the Consistency of Ordinal Regression Methods JMLR 2017
Two New Approaches to Compressed Sensing Exhibiting Both Robust Sparse Recovery and the Grouping Effect JMLR 2017
Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression ICML 2017
UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features SEMEVAL 2017
IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification SEMEVAL 2017
Nearly Optimal Robust Matrix Completion ICML 2017
Joint Dimensionality Reduction and Metric Learning: A Geometric Take ICML 2017
SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation SEMEVAL 2017
A Multi-aspect Analysis of Automatic Essay Scoring for Brazilian Portuguese EACL 2017
Predicting Automatic Speech Recognition Performance Over Communication Channels from Instrumental Speech Quality and Intelligibility Scores INTERSPEECH 2017
Temporal Orientation of Tweets for Predicting Income of Users ACL 2017
Alternating Estimation for Structured High-Dimensional Multi-Response Models NIPS 2017
Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis ICML 2017
Learning Kernels over Strings using Gaussian Processes IJCNLP 2017
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications ICML 2017
LMPP: A Large Margin Point Process Combining Reinforcement and Competition for Modeling Hashtag Popularity IJCAI 2017
Learning Discriminative Recommendation Systems with Side Information IJCAI 2017
Instability Prediction in Power Systems using Recurrent Neural Networks IJCAI 2017
Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading IJCAI 2017
Hybrid Neural Networks for Learning the Trend in Time Series IJCAI 2017
Multimodal Prediction of Affective Dimensions via Fusing Multiple Regression Techniques INTERSPEECH 2017