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regression

Papers

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Showing 7651–7700 of 9424 papers

TitleStatusHype
Characterizing Implicit Bias in Terms of Optimization Geometry—0
Iterate averaging as regularization for stochastic gradient descent—0
Learning Integral Representations of Gaussian ProcessesCode0
Spatial Morphing Kernel Regression For Feature Interpolation—0
Generic Coreset for Scalable Learning of Monotonic Kernels: Logistic Regression, Sigmoid and more—0
The Gaussian Process Autoregressive Regression Model (GPAR)Code1
Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression—0
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled ApproachCode0
Analysis of cause-effect inference by comparing regression errors—0
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative DiseasesCode0
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment—0
Robust Estimation via Robust Gradient Estimation—0
Leveraged volume sampling for linear regression—0
On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization—0
Nonparametric Testing under Random Projection—0
3D Regression Neural Network for the Quantification of Enlarged Perivascular Spaces in Brain MRI—0
Learning from a Handful Volumes: MRI Resolution Enhancement with Volumetric Super-Resolution ForestsCode0
Gradient Boosting With Piece-Wise Linear Regression TreesCode0
Stealing Hyperparameters in Machine Learning—0
Efficient Exploration through Bayesian Deep Q-NetworksCode0
State Space Gaussian Processes with Non-Gaussian Likelihood—0
Full-Frame Scene Coordinate Regression for Image-Based Localization—0
Large Scale Constrained Linear Regression Revisited: Faster Algorithms via PreconditioningCode0
Robust and Sparse Regression in GLM by Stochastic Optimization—0
Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive ModelsCode0
Brute-Force Facial Landmark Analysis With A 140,000-Way Classifier—0
Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification—0
On the Generalizability of Linear and Non-Linear Region of Interest-Based Multivariate Regression Models for fMRI Data—0
Learning the Synthesizability of Dynamic Texture Samples—0
Convolutional neural network-based regression for depth prediction in digital holography—0
Greedy Active Learning Algorithm for Logistic Regression Models—0
Linearized Binary Regression—0
Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal DiscoveryCode0
Sliding Line Point Regression for Shape Robust Scene Text DetectionCode0
Spherical CNNsCode0
TransRev: Modeling Reviews as Translations from Users to Items—0
Deep Learning based Retinal OCT Segmentation—0
Sparse and Low-rank Tensor Estimation via Cubic Sketchings—0
Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization—0
Development and application of a machine learning supported methodology for measurement and verification (M&V) 2.0—0
Numerical Coordinate Regression with Convolutional Neural NetworksCode0
Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms—0
Variable Prioritization in Nonlinear Black Box Methods: A Genetic Association Case StudyCode0
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification—0
Capital Structure in U.S., a Quantile Regression Approach with Macroeconomic Impacts—0
A Work Zone Simulation Model for Travel Time Prediction in a Connected Vehicle Environment—0
Optimal Rates for Spectral Algorithms with Least-Squares Regression over Hilbert Spaces—0
SCUT-FBP5500: A Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty PredictionCode0
When Does Stochastic Gradient Algorithm Work Well?—0
Deep Neural Networks for Survival Analysis Based on a Multi-Task FrameworkCode0
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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