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regression

Papers

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Showing 5201–5250 of 9424 papers

TitleStatusHype
Adversarial Robust Low Rank Matrix Estimation: Compressed Sensing and Matrix Completion—0
Statistical optimality and stability of tangent transform algorithms in logit models—0
Improving the generalization of network based relative pose regression: dimension reduction as a regularizer—0
Stochastic Gradient Descent Meets Distribution Regression—0
Nearly Optimal Variational Inference for High Dimensional Regression with Shrinkage Priors—0
Autoencoder Watchdog Outlier Detection for Classifiers—0
Out-of-distribution detection for regression tasks: parameter versus predictor entropy—0
MIMO ILC for Precision SEA robots using Input-weighted Complex-Kernel Regression—0
CP Degeneracy in Tensor Regression—0
On the intrinsic robustness to noise of some leading classifiers and symmetric loss function -- an empirical evaluation—0
Robust Audio-Based Vehicle Counting in Low-to-Moderate Traffic Flow—0
Spike and slab variational Bayes for high dimensional logistic regression—0
Graph Neural Network for Large-Scale Network LocalizationCode1
Computationally and Statistically Efficient Truncated Regression—0
Neural Network-based Acoustic Vehicle Counting—0
Learning Invariances in Neural NetworksCode1
Differentiable Optimal Adversaries for Learning Fair Representations—0
How Data Augmentation affects Optimization for Linear Regression—0
Regularised Least-Squares Regression with Infinite-Dimensional Output Space—0
Impact of crop diversification on tribal farmer's income: A case study from Eastern ghats of India—0
Deep Importance Sampling based on Regression for Model Inversion and Emulation—0
Temperature Scaling for Quantile Calibration—0
Local Linear Approximation Algorithm for Neural Network—0
Non-parametric Binary regression in metric spaces with KL loss—0
A Concentration of Measure Framework to study convex problems and other implicit formulation problems in machine learning—0
Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified SamplingCode0
Increasing Depth Leads to U-Shaped Test Risk in Over-parameterized Convolutional Networks—0
JSRT: James-Stein Regression Tree—0
Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression—0
Conformal prediction interval for dynamic time-seriesCode2
A Seq2Seq approach to Symbolic RegressionCode0
Learning from Suboptimal Demonstration via Self-Supervised Reward RegressionCode1
Robust Face Alignment by Multi-order High-precision Hourglass Network—0
Quantum-Inspired Classical Algorithm for Principal Component Regression—0
Binary Choice with Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Racial Justice—0
Quantile regression with deep ReLU Networks: Estimators and minimax ratesCode1
Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspacesCode1
Deep and interpretable regression models for ordinal outcomesCode0
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning—0
An Accurate and Fully-Automated Ensemble Model for Weekly Time Series ForecastingCode1
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery—0
LTN: Long-Term Network for Long-Term Motion Prediction—0
A Theory of Hyperbolic Prototype Learning—0
Instrumental Variable Regression via Kernel Maximum Moment LossCode0
Task Decoupled Knowledge Distillation For Lightweight Face DetectorsCode1
Decomposing non-stationary signals with time-varying wave-shape functionsCode1
Learning Deep Features in Instrumental Variable RegressionCode1
VEST: Automatic Feature Engineering for ForecastingCode1
Neural Mixture Distributional Regression—0
ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different DatasetsCode1
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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