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regression

Papers

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Showing 2601–2650 of 9424 papers

TitleStatusHype
Outlier detection in regression: conic quadratic formulations—0
DNAGPT: A Generalized Pre-trained Tool for Versatile DNA Sequence Analysis Tasks—0
_p-Regression in the Arbitrary Partition Model of Communication—0
Selective Sampling and Imitation Learning via Online Regression—0
Using Linear Regression for Iteratively Training Neural Networks—0
Text Descriptions are Compressive and Invariant Representations for Visual Learning—0
Episodic Gaussian Process-Based Learning Control with Vanishing Tracking Errors—0
An analysis of least squares regression and neural networks approximation for the pricing of swing options—0
CT-based Subchondral Bone Microstructural Analysis in Knee Osteoarthritis via MR-Guided Distillation LearningCode0
From Estimation to Sampling for Bayesian Linear Regression with Spike-and-Slab Prior—0
On the sample complexity of parameter estimation in logistic regression with normal design—0
Ensemble learning for blending gridded satellite and gauge-measured precipitation data—0
Sup-Norm Convergence of Deep Neural Network Estimator for Nonparametric Regression by Adversarial Training—0
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance—0
Scalable High-Dimensional Multivariate Linear Regression for Feature-Distributed Data—0
Explainable quantum regression algorithm with encoded data structure—0
Optimal Learners for Realizable Regression: PAC Learning and Online Learning—0
On Unified Adaptive Portfolio Management—0
One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention—0
A Combinatorial Characterization of Supervised Online Learnability—0
Learning Theory of Distribution Regression with Neural Networks—0
Scalable Membership Inference Attacks via Quantile Regression—0
When No-Rejection Learning is Consistent for Regression with RejectionCode0
Beyond Intuition, a Framework for Applying GPs to Real-World DataCode0
OLR-WA Online Regression with Weighted Average—0
Few-shot Personalized Saliency Prediction Based on Inter-personnel Gaze Patterns—0
Panel Data Nowcasting: The Case of Price-Earnings Ratios—0
Conditional independence testing under misspecified inductive biasesCode0
Hybrid additive modeling with partial dependence for supervised regression and dynamical systems forecastingCode0
Linear Regression on Manifold Structured Data: the Impact of Extrinsic Geometry on Solutions—0
In-Context Learning for Attention Scheme: from Single Softmax Regression to Multiple Softmax Regression via a Tensor Trick—0
Local primordial non-Gaussianity from the large-scale clustering of photometric DESI luminous red galaxiesCode0
Once-Training-All-Fine: No-Reference Point Cloud Quality Assessment via Domain-relevance Degradation Description—0
Vector Quantile Regression on ManifoldsCode0
Adaptive Principal Component Regression with Applications to Panel Data—0
Transfer learning for semantic similarity measures based on symbolic regressionCode0
Unified Transfer Learning Models in High-Dimensional Linear Regression—0
The Yule-Frisch-Waugh-Lovell Theorem—0
Hierarchical Bayesian Regression for Multi-Location Sales Transaction Forecasting—0
Medoid splits for efficient random forests in metric spacesCode0
Understanding Pathologies of Deep Heteroskedastic Regression—0
Local Risk Bounds for Statistical Aggregation—0
Metric-aligned Sample Selection and Critical Feature Sampling for Oriented Object Detection—0
Fast Robust Kernel Regression through Sign Gradient Descent with Early StoppingCode0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
Transfer Learning with Random Coefficient Ridge Regression—0
Wasserstein Generative Regression—0
Sparse wavelet-based solutions for the M/EEG inverse problem—0
Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories—0
TCEIP: Text Condition Embedded Regression Network for Dental Implant Position Prediction—0
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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