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regression

Papers

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Showing 8051–8100 of 9424 papers

TitleStatusHype
Fair Regression for Health Care SpendingCode0
Efficient Smoothed Concomitant Lasso Estimation for High Dimensional RegressionCode0
Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR)Code0
Crosslingual Document Embedding as Reduced-Rank Ridge RegressionCode0
NYTRO: When Subsampling Meets Early StoppingCode0
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANCode0
Faithful Heteroscedastic Regression with Neural NetworksCode0
Object detection via a multi-region & semantic segmentation-aware CNN modelCode0
Probabilistic Formulations of Regression with Mixed GuidanceCode0
Bayesian optimization for materials designCode0
Probabilistic Lexicase SelectionCode0
Robust, randomized preconditioning for kernel ridge regressionCode0
Fast acoustic scattering using convolutional neural networksCode0
Efficient online learning with kernels for adversarial large scale problemsCode0
A Boundary Regression Model for Nested Named Entity RecognitionCode0
Learning the kernel matrix via predictive low-rank approximationsCode0
Learning Theory for Distribution RegressionCode0
Oblivious sketching for logistic regressionCode0
Bayesian nonparametric multiway regression for clustered binomial dataCode0
One-Class Classification by Ensembles of Regression models -- a detailed studyCode0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
A Novel Predictive-Coding-Inspired Variational RNN Model for Online Prediction and RecognitionCode0
Occluded Face Recognition Using Low-rank Regression with Generalized Gradient DirectionCode0
The limitation of neural nets for approximation and optimizationCode0
Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic RegressionCode0
Learning to Forecast Dynamical Systems from Streaming DataCode0
Fast Approximate Multi-output Gaussian ProcessesCode0
Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive RegressionCode0
Calibrated Computation-Aware Gaussian ProcessesCode0
ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical SystemsCode0
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approachCode0
Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in NeuroimagingCode0
Coverage Error Optimal Confidence Intervals for Local Polynomial RegressionCode0
Counterfactual reasoning: an analysis of in-context emergenceCode0
Covariate balancing using the integral probability metric for causal inferenceCode0
Efficient Exploration through Bayesian Deep Q-NetworksCode0
Adaptive Unimodal Cost Volume Filtering for Deep Stereo MatchingCode0
Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRICode0
Supervised Topic ModelsCode0
OKRidge: Scalable Optimal k-Sparse Ridge RegressionCode0
Action Completion: A Temporal Model for Moment DetectionCode0
Model-based Reinforcement Learning for Continuous Control with Posterior SamplingCode0
The MELODIC family for simultaneous binary logistic regression in a reduced spaceCode0
How Good are Low-Rank Approximations in Gaussian Process Regression?Code0
FIT-GNN: Faster Inference Time for GNNs Using CoarseningCode0
Probabilistic Regression with Huber DistributionsCode0
Faster Kernel Ridge Regression Using Sketching and PreconditioningCode0
Calibrated Boosting-ForestCode0
Learning to Track at 100 FPS with Deep Regression NetworksCode0
Supporting Multi-point Fan Design with Dimension ReductionCode0
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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