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regression

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Showing 5651–5700 of 9424 papers

TitleStatusHype
Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for BrazilCode0
Spectral estimation from simulations via sketching—0
Prediction in latent factor regression: Adaptive PCR and beyond—0
Cephalometric Landmark Regression with Convolutional Neural Networks on 3D Computed Tomography Data—0
A Comparison of Machine Learning Algorithms Applied to American Legislature PolarizationCode0
A Distributionally Robust Approach to Fair Classification—0
Optimal Robust Linear Regression in Nearly Linear Time—0
Government spending and multi-category treatment effects:The modified conditional independence assumptionCode0
Uncovering a factor-based expected return conditioning structure with Regression Trees jointly for many stocks—0
Least Squares Estimation Using Sketched Data with Heteroskedastic ErrorsCode0
Upper Counterfactual Confidence Bounds: a New Optimism Principle for Contextual Bandits—0
Measurement error models: from nonparametric methods to deep neural networks—0
Compression strategies and space-conscious representations for deep neural networks—0
Forecasting Hyponatremia in hospitalized patients Using Multilayer Perceptron and Multivariate Linear Regression Techniques—0
Early stopping and polynomial smoothing in regression with reproducing kernels—0
An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis—0
Ordinal Regression with Fenton-Wilkinson Order Statistics: A Case Study of an Orienteering Race—0
Exclusion and Inclusion -- A model agnostic approach to feature importance in DNNsCode0
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation—0
A spectral algorithm for robust regression with subgaussian rates—0
Driver Behavior Modelling at the Urban Intersection via Canonical Correlation Analysis—0
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images—0
Spine Landmark Localization with combining of Heatmap Regression and Direct Coordinate Regression—0
Differentially Private Simple Linear Regression—0
Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing—0
Robust Geodesic RegressionCode0
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation—0
Non-parametric Models for Non-negative FunctionsCode0
A Nearest Neighbor Characterization of Lebesgue Points in Metric Measure Spaces—0
Coded Computing for Federated Learning at the Edge—0
Ridge Regression with Over-Parametrized Two-Layer Networks Converge to Ridgelet Spectrum—0
Estimation and Inference with Trees and Forests in High Dimensions—0
Fuzzy Integral = Contextual Linear Order Statistic—0
An Application of Newsboy Problem in Supply Chain Optimisation of Online Fashion E-Commerce—0
Are Labels Always Necessary for Classifier Accuracy Evaluation?—0
Understanding the effect of hyperparameter optimization on machine learning models for structure design problems—0
Accurate Bounding-box Regression with Distance-IoU Loss for Visual Tracking—0
Gaussian Process Regression with Local Explanation—0
Ensemble Regression Models for Software Development Effort Estimation: A Comparative Study—0
Wearable Respiration Monitoring: Interpretable Inference with Context and Sensor Biomarkers—0
Partial Trace Regression and Low-Rank Kraus DecompositionCode0
Uncertainty Prediction for Deep Sequential Regression Using Meta Models—0
Bidirectional Encoder Representations from Transformers (BERT): A sentiment analysis odyssey—0
Online Robust Regression via SGD on the l1 loss—0
Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo—0
Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and Intensity—0
Associative Memory in Iterated Overparameterized Sigmoid Autoencoders—0
Extracurricular Learning: Knowledge Transfer Beyond Empirical Distribution—0
Do not forget interaction: Predicting fatality of COVID-19 patients using logistic regression—0
Ideal formulations for constrained convex optimization problems with indicator variables—0
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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