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Regression

4964 directly classified papers

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Papers

Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN CVPR 2018
Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018
Deep Regression Forests for Age Estimation CVPR 2018
Look at Boundary: A Boundary-Aware Face Alignment Algorithm CVPR 2018
RSG: Beating Subgradient Method without Smoothness and Strong Convexity JMLR 2018
Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models JMLR 2018
A Two-Stage Penalized Least Squares Method for Constructing Large Systems of Structural Equations JMLR 2018
Parallelizing Stochastic Gradient Descent for Least Squares Regression: Mini-batching, Averaging, and Model Misspecification JMLR 2018
Average Stability is Invariant to Data Preconditioning. Implications to Exp-concave Empirical Risk Minimization JMLR 2018
Compact Convex Projections JMLR 2018
Multivariate Bayesian Structural Time Series Model JMLR 2018
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity JMLR 2018
Age Estimation Using Expectation of Label Distribution Learning IJCAI 2018
Convolutional Neural Networks based Click-Through Rate Prediction with Multiple Feature Sequences IJCAI 2018
Parameterized Algorithms for the Matrix Completion Problem ICML 2018
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap ICML 2018
Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow ICML 2018
TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring ACL 2018
Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018
Large Margin Neural Language Model EMNLP 2018
Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation EMNLP 2018
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data EMNLP 2018
Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF) ICML 2018
Learning unknown ODE models with Gaussian processes ICML 2018
Mean-Variance Loss for Deep Age Estimation From a Face CVPR 2018