← Core Methods
Machine Learning › Core Methods ›

Regression

4964 directly classified papers

Papers per year

Papers

Loss Functions for Multiset Prediction NIPS 2018
Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis AISTATS 2018
Bayesian Approaches to Distribution Regression AISTATS 2018
Efficient Online Scalar Annotation with Bounded Support ACL 2018
Learning Spatial-Aware Regressions for Visual Tracking CVPR 2018
An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption CVPR 2018
Nonparametric Sharpe Ratio Function Estimation in Heteroscedastic Regression Models via Convex Optimization AISTATS 2018
On the Statistical Efficiency of Compositional Nonparametric Prediction AISTATS 2018
Online Regression with Partial Information: Generalization and Linear Projection AISTATS 2018
Deep End-to-End Time-of-Flight Imaging CVPR 2018
Iterate Averaging as Regularization for Stochastic Gradient Descent COLT 2018
AMNet: Memorability Estimation With Attention CVPR 2018
Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces CVPR 2018
Geometry-Aware Network for Non-Rigid Shape Prediction From a Single View CVPR 2018
Nonparametric Preference Completion AISTATS 2018
Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information ICML 2018
Convolutional Sequence to Sequence Model for Human Dynamics CVPR 2018
End-to-end Symmetry Preserving Inter-atomic Potential Energy Model for Finite and Extended Systems NIPS 2018
Multi-Layered Gradient Boosting Decision Trees NIPS 2018
MX-LSTM: Mixing Tracklets and Vislets to Jointly Forecast Trajectories and Head Poses CVPR 2018
Actively Avoiding Nonsense in Generative Models COLT 2018
Frustrated, Polite, or Formal: Quantifying Feelings and Tone in Email NAACL 2018
Direct Learning to Rank And Rerank AISTATS 2018
Modeling Personality Traits of Filipino Twitter Users NAACL 2018
Predicting Authorship and Author Traits from Keystroke Dynamics NAACL 2018