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Regression

4964 directly classified papers

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Papers

Autoregressive Quantile Networks for Generative Modeling ICML 2018
Efficient First-Order Algorithms for Adaptive Signal Denoising ICML 2018
A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization JMLR 2018
Efficient Subpixel Refinement With Symbolic Linear Predictors CVPR 2018
Selecting Representative Examples for Program Synthesis ICML 2018
Learning Equations for Extrapolation and Control ICML 2018
Learning Depth From Monocular Videos Using Direct Methods CVPR 2018
Learning Compressible 360° Video Isomers CVPR 2018
A Constructive Approach to $L_0$ Penalized Regression JMLR 2018
Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid IJCAI 2018
Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates ICML 2018
Patchwork Kriging for Large-scale Gaussian Process Regression JMLR 2018
End-to-end Deep Neural Network Age Estimation INTERSPEECH 2018
Waveform to Single Sinusoid Regression to Estimate the F0 Contour from Noisy Speech Using Recurrent Deep Neural Networks INTERSPEECH 2018
Estimation of Hypernasality Scores from Cleft Lip and Palate Speech INTERSPEECH 2018
Adversarial Regression for Detecting Attacks in Cyber-Physical Systems IJCAI 2018
Power-law Distribution Aware Trust Prediction IJCAI 2018
Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning IJCAI 2018
SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation IJCAI 2018
Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking IJCAI 2017
Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity ICML 2017
Prio: Private, Robust, and Scalable Computation of Aggregate Statistics NSDI 2017
Aggressive, Tense or Shy? Identifying Personality Traits from Crowd Videos IJCAI 2017
Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective IJCAI 2017
Semi-supervised Feature Selection via Rescaled Linear Regression IJCAI 2017