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regression

Papers

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Showing 4601–4650 of 9424 papers

TitleStatusHype
TorontoCL at CMCL 2021 Shared Task: RoBERTa with Multi-Stage Fine-Tuning for Eye-Tracking PredictionCode0
To Trust or Not to Trust a Regressor: Estimating and Explaining Trustworthiness of Regression PredictionsCode0
Enabling Machine Learning Algorithms for Credit Scoring -- Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models—0
Pose Recognition with Cascade TransformersCode1
Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression—0
Gaussian Process Model for Estimating Piecewise Continuous Regression Functions—0
Modeling the dynamics of language change: logistic regression, Piotrowski's law, and a handful of examples in PolishCode0
Multiple regression techniques for modeling dates of first performances of Shakespeare-era plays—0
Multivariate Deep Evidential RegressionCode1
Towards Unbiased Random Features with Lower Variance For Stationary Indefinite KernelsCode0
Solving weakly supervised regression problem using low-rank manifold regularization—0
Gradient Kernel Regression—0
Distilling Wikipedia mathematical knowledge into neural network models—0
An Approach to Symbolic Regression Using Feyn—0
Scalable Marginal Likelihood Estimation for Model Selection in Deep LearningCode0
Parallel integrative learning for large-scale multi-response regression with incomplete outcomes—0
Regression Networks For Calculating Englacial Layer ThicknessCode0
Implementing Fair Regression In The Real World—0
How rotational invariance of common kernels prevents generalization in high dimensionsCode0
Gi and Pal Scores: Deep Neural Network Generalization Statistics—0
Fast Regression of the Tritium Breeding Ratio in Fusion Reactors—0
Direct-PoseNet: Absolute Pose Regression with Photometric ConsistencyCode1
HIH: Towards More Accurate Face Alignment via Heatmap in HeatmapCode1
Harmless label noise and informative soft-labels in supervised classification—0
Simple Imputation Rules for Prediction with Missing Data: Contrasting Theoretical Guarantees with Empirical Performance—0
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and RegressionCode0
Variable selection with missing data in both covariates and outcomes: Imputation and machine learningCode0
Heuristics2Annotate: Efficient Annotation of Large-Scale Marathon Dataset For Bounding Box Regression—0
A Bayesian approach to modeling topic-metadata relationships—0
A hybrid ensemble method with negative correlation learning for regressionCode0
Revisiting the empirical fundamental relationship of traffic flow for highways using a causal econometric approach—0
deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional RegressionCode1
Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose SupervisionCode1
Multi-View Multi-Person 3D Pose Estimation with Plane Sweep StereoCode1
Reducing Racial Bias in Facial Age Prediction using Unsupervised Domain Adaptation in Regression—0
Detecting of multi-modality in probabilistic regression models—0
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View SynthesisCode1
Modeling Censored Mobility Demand through Quantile Regression Neural Networks—0
IITK@LCP at SemEval 2021 Task 1: Classification for Lexical Complexity Regression TaskCode0
EmpNa at WASSA 2021: A Lightweight Model for the Prediction of Empathy, Distress and Emotions from Reactions to News Stories—0
Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features—0
Machine Learning-Based Approach for Arabic Dialect Identification—0
Social Media Variety Geolocation with geoBERT—0
Optimizing a Supervised Classifier for a Difficult Language Identification Problem—0
Regression Analysis of Lexical and Morpho-Syntactic Properties of Kiezdeutsch—0
IRNLP_DAIICT@LT-EDI-EACL2021: Hope Speech detection in Code Mixed text using TF-IDF Char N-grams and MuRIL—0
Hopeful Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers—0
Reservoir Based Edge Training on RF Data To Deliver Intelligent and Efficient IoT Spectrum Sensors—0
Acquiring a Formality-Informed Lexical Resource for Style AnalysisCode0
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to RegressionCode1
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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