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regression

Papers

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Showing 7851–7900 of 9424 papers

TitleStatusHype
Smooth Pinball Neural Network for Probabilistic Forecasting of Wind PowerCode0
Rényi Differential Privacy Mechanisms for Posterior Sampling—0
Online and Distributed Robust Regressions under Adversarial Data Corruption—0
Identifying Nominals with No Head Match Co-references Using Deep Learning—0
Deep Learning applied to Road Traffic Speed forecasting—0
Anchored Regression Networks Applied to Age Estimation and Super Resolution—0
A Multimodal Deep Regression Bayesian Network for Affective Video Content Analyses—0
Semantic Line Detection and Its ApplicationsCode1
Makeup-Go: Blind Reversion of Portrait Edit—0
TORNADO: A Spatio-Temporal Convolutional Regression Network for Video Action Proposal—0
From Point Clouds to Mesh Using Regression—0
Scale-Adaptive Convolutions for Scene Parsing—0
Unsupervised Domain Adaptation with Copula Models—0
Toward Scalable Machine Learning and Data Mining: the Bioinformatics Case—0
Sparse Hierarchical Regression with Polynomials—0
Sparse High-Dimensional Regression: Exact Scalable Algorithms and Phase Transitions—0
Multi-way Interacting Regression via Factorization MachinesCode0
BIBI: Bayesian Inference of Breed Composition—0
Telling Cause from Effect using MDL-based Local and Global Regression—0
PASS-GLM: polynomial approximate sufficient statistics for scalable Bayesian GLM inferenceCode0
Analytic solution and stationary phase approximation for the Bayesian lasso and elastic netCode0
A Generic Regression Framework for Pose Recognition on Color and Depth Images—0
Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection—0
Robust Facial Landmark Detection under Significant Head Poses and Occlusion—0
On Principal Components Regression, Random Projections, and Column Subsampling—0
Ensemble Multi-task Gaussian Process Regression with Multiple Latent Processes—0
A Zero-Positive Learning Approach for Diagnosing Software Performance RegressionsCode0
Supervised Learning with Indefinite Topological Kernels—0
Near Optimal Sketching of Low-Rank Tensor Regression—0
Deep Lattice Networks and Partial Monotonic Functions—0
ZhuSuan: A Library for Bayesian Deep LearningCode0
A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior—0
Nonparametric Shape-restricted Regression—0
Modelling Energy Consumption based on Resource Utilization—0
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selectionCode0
From Plants to Landmarks: Time-invariant Plant Localization that uses Deep Pose Regression in Agricultural Fields—0
Weighted Orthogonal Components Regression Analysis—0
Learning Graph-Level Representation for Drug DiscoveryCode0
NiftyNet: a deep-learning platform for medical imagingCode1
An Iterative Regression Approach for Face Pose Estimation from RGB Images—0
A Statistical Comparison of Some Theories of NP Word OrderCode0
Machine learning modeling of superconducting critical temperatureCode0
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification—0
Optimal Sub-sampling with Influence Functions—0
Adaptive Scaling—0
A Survey of Efficient Regression of General-Activity Human Poses from Depth Images—0
Combining CNNs and Pattern Matching for Question Interpretation in a Virtual Patient Dialogue System—0
NUIG at EmoInt-2017: BiLSTM and SVR Ensemble to Detect Emotion Intensity—0
Using Gaze to Predict Text Readability—0
DMGroup at EmoInt-2017: Emotion Intensity Using Ensemble Method—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified