SOTAVerified

regression

Papers

Showing 35513600 of 9424 papers

TitleStatusHype
New Coresets for Projective Clustering and ApplicationsCode0
On Robust Inference in Time Series Regression0
Informative Planning for Worst-Case Error Minimisation in Sparse Gaussian Process Regression0
Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations0
On the Construction of Distribution-Free Prediction Intervals for an Image Regression Problem in Semiconductor Manufacturing0
EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships0
S-Rocket: Selective Random Convolution Kernels for Time Series ClassificationCode1
Weighted-average quantile regression0
Convergence of the Distributed SG Algorithm Under Cooperative Excitation Condition0
Distributional Hardness Against Preconditioned Lasso via Erasure-Robust Designs0
A Robust Statistical Analysis of the Role of Hydropower on the System Electricity Price and Price Volatility0
Machine learning model to project the impact of Ukraine crisis0
Accelerated SGD for Non-Strongly-Convex Least Squares0
The Definitive Guide to Automated Regression Testing0
Are Latent Factor Regression and Sparse Regression Adequate?0
Bayesian adaptive and interpretable functional regression for exposure profilesCode0
Contrasting random and learned features in deep Bayesian linear regression0
Results Merging in the Patent Domain0
NeuRecover: Regression-Controlled Repair of Deep Neural Networks with Training History0
Minimax Risk in Estimating Kink Threshold and Testing Continuity0
Performance of Distribution Regression with Doubling Measure under the seek of Closest Point0
Semi-supervised Nonnegative Matrix Factorization for Document Classification0
Deep Camera Pose Regression Using Pseudo-LiDAR0
Pattern Based Multivariable Regression using Deep Learning (PBMR-DP)0
Evaluating High-Order Predictive Distributions in Deep LearningCode1
Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits0
Bayesian Active Learning for Discrete Latent Variable Models0
Bayesian Ridge Regression Based Model to Predict Fault Location in HVdc Network0
Multi-Layer Perceptron Neural Network for Improving Detection Performance of Malicious Phishing URLs Without Affecting Other Attack Types Classification0
Scalable Gaussian-process regression and variable selection using Vecchia approximationsCode0
Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression0
ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data0
Variational inference for large Bayesian vector autoregressions0
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANsCode1
On Monocular Depth Estimation and Uncertainty Quantification using Classification Approaches for Regression0
Exploring the Unfairness of DP-SGD Across Settings0
Optimal Convergence Rates of Deep Convolutional Neural Networks: Additive Ridge Functions0
Sequential asset ranking in nonstationary time series0
Nowcasting the Financial Time Series with Streaming Data Analytics under Apache Spark0
Nuclei panoptic segmentation and composition regression with multi-task deep neural networks0
Better Modelling Out-of-Distribution Regression on Distributed Acoustic Sensor Data Using Anchored Hidden State Mixup0
Towards Speaker Age Estimation with Label Distribution Learning0
Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning0
An Evaluation of the EEG alpha-to-theta and theta-to-alpha band Ratios as Indexes of Mental Workload0
From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality0
Confident Neural Network Regression with Bootstrapped Deep EnsemblesCode0
Distilled Neural Networks for Efficient Learning to RankCode0
Honour Thesis: A Joint Value at Risk and Expected Shortfall Combination Framework and its Applications in the Cryptocurrency Market0
Estimation of Evaporator Valve Sizes in Supermarket Refrigeration Cabinets0
Memorize to Generalize: on the Necessity of Interpolation in High Dimensional Linear Regression0
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Benchmark Results

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