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Regression

4,964 papers

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Papers

Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization AAAI 2020
Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values AAAI 2020
Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression AAAI 2020
Estimating Stochastic Linear Combination of Non-Linear Regressions AAAI 2020
Neural Cognitive Diagnosis for Intelligent Education Systems AAAI 2020
A Knowledge Transfer Framework for Differentially Private Sparse Learning AAAI 2020
Attention-over-Attention Field-Aware Factorization Machine AAAI 2020
ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems AAAI 2020
Estimating Early Fundraising Performance of Innovations via Graph-Based Market Environment Model AAAI 2020
Divide-and-Conquer Learning with Nyström: Optimal Rate and Algorithm AAAI 2020
BOWL: Bayesian Optimization for Weight Learning in Probabilistic Soft Logic AAAI 2020
Learning Light Field Angular Super-Resolution via a Geometry-Aware Network AAAI 2020
FISR: Deep Joint Frame Interpolation and Super-Resolution with a Multi-Scale Temporal Loss AAAI 2020
Fast Learning of Temporal Action Proposal via Dense Boundary Generator AAAI 2020
Shallow Feature Based Dense Attention Network for Crowd Counting AAAI 2020
Image Formation Model Guided Deep Image Super-Resolution AAAI 2020
SalSAC: A Video Saliency Prediction Model with Shuffled Attentions and Correlation-Based ConvLSTM AAAI 2020
Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume AAAI 2020
Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution AAAI 2020
Cascading Convolutional Color Constancy AAAI 2020
3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels AAAI 2020
Probabilistic Super Resolution for Mineral Spectroscopy AAAI 2020
Improving Lives of Indebted Farmers Using Deep Learning: Predicting Agricultural Produce Prices Using Convolutional Neural Networks AAAI 2020
Calorie Estimation in a Real-World Recipe Service AAAI 2020
Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory AAAI 2020