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regression

Papers

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Showing 6151–6200 of 9424 papers

TitleStatusHype
More Data Can Hurt for Linear Regression: Sample-wise Double DescentCode0
Estimation and Validation of Ratio-based Conditional Average Treatment Effects Using Observational Data—0
Bayesian Linear Regression on Deep Representations—0
Network Data—0
Data-driven confidence bands for distributed nonparametric regression—0
High-Dimensional Granger Causality Tests with an Application to VIX and NewsCode1
Inferring Distributions Over Depth from a Single ImageCode0
Deep Learning based Multiple Regression to Predict Total Column Water Vapor (TCWV) from Physical Parameters in West Africa by using Keras Library—0
Sublinear Time Numerical Linear Algebra for Structured Matrices—0
Towards Expressive Priors for Bayesian Neural Networks: Poisson Process Radial Basis Function Networks—0
Tensor Completion via Gaussian Process Based Initialization—0
SiamMan: Siamese Motion-aware Network for Visual Tracking—0
Recurrent Transform Learning—0
Fenton-Wilkinson Order Statistics and German Tanks: A Case Study of an Orienteering Relay Race—0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradientsCode1
Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint—0
Feature Relevance Determination for Ordinal Regression in the Context of Feature Redundancies and Privileged Information—0
Logistic regression models for aggregated data—0
Side-Aware Boundary Localization for More Precise Object DetectionCode0
Tropical Geometry and Piecewise-Linear Approximation of Curves and Surfaces on Weighted Lattices—0
Histogram Transform Ensembles for Large-scale Regression—0
Dually Supervised Feature Pyramid for Object Detection and SegmentationCode0
Robust Deep Ordinal Regression Under Label Noise—0
Alternative Function Approximation Parameterizations for Solving Games: An Analysis of f-Regression Counterfactual Regret Minimization—0
Improved PAC-Bayesian Bounds for Linear Regression—0
Real-time 2019 Portuguese Parliament Election Results DatasetCode0
Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models—0
ASTRA: High Throughput 3PC over Rings with Application to Secure Prediction—0
Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss FunctionsCode0
Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression—0
Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning—0
High Dimensional Latent Panel Quantile Regression with an Application to Asset Pricing—0
Regression with Uncertainty Quantification in Large Scale Complex Data—0
A Hidden Variables Approach to Multilabel Logistic Regression—0
SAIS: Single-stage Anchor-free Instance Segmentation—0
Factor Analysis on Citation, Using a Combined Latent and Logistic Regression Model—0
Neural Predictor for Neural Architecture SearchCode0
Mixture Dense Regression for Object Detection and Human Pose EstimationCode0
A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression—0
Globally Optimal Learning for Structured Elliptical LossesCode0
A First-Order Algorithmic Framework for Distributionally Robust Logistic RegressionCode0
Sparse High-Dimensional Isotonic Regression—0
Graph-Based Semi-Supervised Learning with Non-ignorable Non-responseCode0
Partitioning Structure Learning for Segmented Linear Regression TreesCode0
First order expansion of convex regularized estimators—0
Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor RegressionCode0
Fast and Scalable Estimator for Sparse and Unit-Rank Higher-Order Regression Models—0
Sparse and Low-Rank High-Order Tensor Regression via Parallel Proximal Method—0
Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches—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