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Regression

5,004 papers

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Papers

Subsampling for Ridge Regression via Regularized Volume Sampling AISTATS 2018
Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition AISTATS 2018
Stochastic Three-Composite Convex Minimization with a Linear Operator AISTATS 2018
Direct Learning to Rank And Rerank AISTATS 2018
Cause-Effect Inference by Comparing Regression Errors AISTATS 2018
Generalized Concomitant Multi-Task Lasso for Sparse Multimodal Regression AISTATS 2018
Statistical Sparse Online Regression: A Diffusion Approximation Perspective AISTATS 2018
Bayesian Approaches to Distribution Regression AISTATS 2018
Differentially Private Regression with Gaussian Processes AISTATS 2018
Sparse Linear Isotonic Models AISTATS 2018
Sketching for Kronecker Product Regression and P-splines AISTATS 2018
Kernel Conditional Exponential Family AISTATS 2018
Nonparametric Sharpe Ratio Function Estimation in Heteroscedastic Regression Models via Convex Optimization AISTATS 2018
Plug-in Estimators for Conditional Expectations and Probabilities AISTATS 2018
On the Statistical Efficiency of Compositional Nonparametric Prediction AISTATS 2018
Online Regression with Partial Information: Generalization and Linear Projection AISTATS 2018
On denoising modulo 1 samples of a function AISTATS 2018
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments AISTATS 2018
A Unified Dynamic Approach to Sparse Model Selection AISTATS 2018
Ranking Median Regression: Learning to Order through Local Consensus ALT 2018
How Predictable is Your State? Leveraging Lexical and Contextual Information for Predicting Legislative Floor Action at the State Level COLING 2018
Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings COLING 2018
Assessing Quality Estimation Models for Sentence-Level Prediction COLING 2018
The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities COLING 2018
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs COLING 2018