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regression

Papers

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Showing 4101–4150 of 9424 papers

TitleStatusHype
Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time—0
Metamorphic Relation Prioritization for Effective Regression Testing—0
Estimation Algorithm Non-Stationary Frequency of the Sinusoidal Signal—0
Scalable Multi-Task Gaussian Processes with Neural Embedding of Coregionalization—0
Barely Biased Learning for Gaussian Process Regression—0
Deformed semicircle law and concentration of nonlinear random matrices for ultra-wide neural networks—0
Learning to Forecast Dynamical Systems from Streaming DataCode0
Predicting Visual Improvement after Macular Hole Surgery: a Cautionary Tale on Deep Learning with Very Limited Data—0
Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion DetectionCode0
Deep-Learning based Motion Correction for Myocardial T1 Mapping—0
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation—0
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications—0
Regression Discontinuity Design with Potentially Many Covariates—0
AdaLoss: A computationally-efficient and provably convergent adaptive gradient method—0
Reliable Neural Networks for Regression Uncertainty Estimation—0
Assessments of epistemic uncertainty using Gaussian stochastic weight averaging for fluid-flow regression—0
Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes—0
Geographic Difference-in-Discontinuities—0
Universal Adversarial Attack on Deep Learning Based Prognostics—0
Deep learning-based NLP Data Pipeline for EHR Scanned Document Information Extraction—0
Reconstruction on Trees and Low-Degree Polynomials—0
Variation-Incentive Loss Re-weighting for Regression Analysis on Biased Data—0
Nonparametric Estimation of Truncated Conditional Expectation Functions—0
Mutual Supervision for Dense Object Detection—0
A Continuous Optimisation Benchmark Suite from Neural Network RegressionCode0
Willingness to Pay to Prevent Water and Sanitation-Related Diseases Suffered by Slum Dwellers and Beneficiary Households: Evidence from Chittagong, Bangladesh—0
Accurate Prediction Using Triangular Type-2 Fuzzy Linear Regression—0
Kernel PCA with the Nyström methodCode1
Bayesian Topic Regression for Causal InferenceCode0
A framework for benchmarking uncertainty in deep regression—0
ReLU Regression with Massart Noise—0
Adjoint Differentiation for generic matrix functions—0
Stationary Density Estimation of Itô Diffusions Using Deep Learning—0
Modeling Massive Spatial Datasets Using a Conjugate Bayesian Linear Regression Framework—0
Preprocessing and Modeling of Radial Fan Data for Health State Prediction—0
Backdoor Attack and Defense for Deep Regression—0
Assessing the Performance of Online Students -- New Data, New Approaches, Improved AccuracyCode1
Phone Duration Modeling for Speaker Age Estimation in Children—0
Optimal subgroup selection—0
Can Error Mitigation Improve Trainability of Noisy Variational Quantum Algorithms?—0
incom.py 2.0 - Calculating Linguistic Distances and Asymmetries in Auditory Perception of Closely Related Languages—0
Comparing Supervised Machine Learning Techniques for Genre Analysis in Software Engineering Research Articles—0
OffendES: A New Corpus in Spanish for Offensive Language Research—0
RIFLE: Imputation and Robust Inference from Low Order MarginalsCode0
Complexity Measures for Multi-objective Symbolic Regression—0
Building a Legal Dialogue System: Development Process, Challenges and Opportunities—0
Spatially and Robustly Hybrid Mixture Regression Model for Inference of Spatial DependenceCode0
Uniform Consistency in Nonparametric Mixture Models—0
Scalable Spatiotemporally Varying Coefficient Modelling with Bayesian Kernelized Tensor Regression—0
Module-Power Prediction from PL Measurements using Deep Learning—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