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regression

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Showing 8551–8600 of 9424 papers

TitleStatusHype
Computing AIC for black-box models using Generalised Degrees of Freedom: a comparison with cross-validationCode0
Online Sparse Linear Regression—0
Gaussian Process Regression for Out-of-Sample Extension—0
Classical Statistics and Statistical Learning in Imaging Neuroscience—0
High-Dimensional Metrics in RCode0
Principal Component Projection Without Principal Component Analysis—0
Graph Regularized Low Rank Representation for Aerosol Optical Depth Retrieval—0
A Statistical Model for Stroke Outcome Prediction and Treatment Planning—0
Higher-Order Low-Rank Regression—0
Sparse Linear Regression via Generalized Orthogonal Least-Squares—0
Sparse Estimation of Multivariate Poisson Log-Normal Models from Count Data—0
Spectral Learning for Supervised Topic Models—0
Semi-parametric Order-based Generalized Multivariate Regression—0
Structured Sparse Regression via Greedy Hard-Thresholding—0
Large Scale Kernel Learning using Block Coordinate Descent—0
Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression—0
Bayesian generalized fused lasso modeling via NEG distribution—0
DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression—0
Generalization Properties of Learning with Random FeaturesCode0
Mean-Reversion and Optimization—0
Deep Gaussian Processes for Regression using Approximate Expectation Propagation—0
Detection of Cooperative Interactions in Logistic Regression Models—0
A Universal Approximation Theorem for Mixture of Experts Models—0
Online Active Linear Regression via Thresholding—0
DECOrrelated feature space partitioning for distributed sparse regression—0
Solving Ridge Regression using Sketched Preconditioned SVRG—0
Hyperparameter optimization with approximate gradientCode0
Fantastic 4 system for NIST 2015 Language Recognition Evaluation—0
Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes—0
Head Pose Estimation of Occluded Faces using Regularized Regression—0
A Spectral Series Approach to High-Dimensional Nonparametric Regression—0
Dimensionality Reduction via Regression in Hyperspectral Imagery—0
Additive Approximations in High Dimensional Nonparametric Regression via the SALSACode0
DOLDA - a regularized supervised topic model for high-dimensional multi-class regressionCode0
Feature Selection for Regression Problems Based on the Morisita Estimator of Intrinsic Dimension—0
Face Alignment by Local Deep Descriptor Regression—0
System Identification through Online Sparse Gaussian Process Regression with Input NoiseCode0
Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking—0
Information-theoretic limits of Bayesian network structure learning—0
Recurrent Neural Network Postfilters for Statistical Parametric Speech Synthesis—0
A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds—0
Forecasting Electricity Spot Prices using Lasso: On Capturing the Autoregressive Intraday Structure—0
Divide and Conquer Local Average Regression—0
Spatial Scaling of Satellite Soil Moisture using Temporal Correlations and Ensemble Learning—0
Nonlinear variable selection with continuous outcome: a nonparametric incremental forward stagewise approach—0
Learning the kernel matrix via predictive low-rank approximationsCode0
“Eyes Open – Eyes Closed” EEG/fMRI data set including dedicated “Carbon Wire Loop” motion detection channels—0
ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models—0
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models—0
Deep Learning for Limit Order Books—0
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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