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regression

Papers

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Showing 851–900 of 9424 papers

TitleStatusHype
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation—0
Blind Acoustic Parameter Estimation Through Task-Agnostic Embeddings Using Latent Approximations—0
ProRuka: A highly efficient HMI algorithm for controlling a novel prosthetic hand with 6-DOF using sonomyography—0
Generalization bounds for regression and classification on adaptive covering input domains—0
Classification, Regression and Segmentation directly from k-Space in Cardiac MRICode0
Generating Unseen Code Tests In Infinitum—0
What can we learn about Reionization astrophysical parameters using Gaussian Process Regression?—0
Taylor-Expansion-Based Robust Power Flow in Unbalanced Distribution Systems: A Hybrid Data-Aided Method—0
Bayesian meta learning for trustworthy uncertainty quantification—0
Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and AlignmentCode0
Piecewise constant tuning gain based singularity-free MRAC with application to aircraft control systems—0
CVA Sensitivities, Hedging and RiskCode0
Speed-enhanced Subdomain Adaptation Regression for Long-term Stable Neural Decoding in Brain-computer Interfaces—0
Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel MethodsCode0
Optimization of breeding program design through stochastic simulation with evolutionary algorithms—0
Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance ReductionCode0
Regression under demographic parity constraints via unlabeled post-processing—0
Enhancing Microgrid Performance Prediction with Attention-based Deep Learning Models—0
Regression Adjustment for Estimating Distributional Treatment Effects in Randomized Controlled Trials—0
Regression prediction algorithm for energy consumption regression in cloud computing based on horned lizard algorithm optimised convolutional neural network-bidirectional gated recurrent unit—0
Conformal Thresholded Intervals for Efficient RegressionCode0
Differential Privacy Mechanisms in Neural Tangent Kernel Regression—0
Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls—0
Non-Asymptotic Uncertainty Quantification in High-Dimensional LearningCode0
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression—0
NODER: Image Sequence Regression Based on Neural Ordinary Differential EquationsCode0
Beware of Validation by Eye: Visual Validation of Linear Trends in Scatterplots—0
Mapping savannah woody vegetation at the species level with multispecral drone and hyperspectral EnMAP data—0
Are Linear Regression Models White Box and Interpretable?—0
An integrated perspective of robustness in regression through the lens of the bias-variance trade-offCode0
Inference at the data's edge: Gaussian processes for modeling and inference under model-dependency, poor overlap, and extrapolation—0
Spectral Representation for Causal Estimation with Hidden ConfoundersCode0
FRI-Net: Floorplan Reconstruction via Room-wise Implicit Representation—0
Have ASkotch: A Neat Solution for Large-scale Kernel Ridge Regression—0
TrIM: Transformed Iterative Mondrian Forests for Gradient-based Dimension Reduction and High-Dimensional RegressionCode0
LFFR: Logistic Function For (single-output) RegressionCode0
Towards Understanding Epoch-wise Double descent in Two-layer Linear Neural Networks—0
Learning High-Frequency Functions Made Easy with Sinusoidal Positional EncodingCode0
MUSCLE: A Model Update Strategy for Compatible LLM Evolution—0
FastImpute: A Baseline for Open-source, Reference-Free Genotype Imputation Methods -- A Case Study in PRS313Code0
Comparative analysis of Mixed-Data Sampling (MIDAS) model compared to Lag-Llama model for inflation nowcasting—0
Multivariate root-n-consistent smoothing parameter free matching estimators and estimators of inverse density weighted expectations—0
Token-Mol 1.0: Tokenized drug design with large language model—0
Multi-modal MRI Translation via Evidential Regression and Distribution Calibration—0
MNeRV: A Multilayer Neural Representation for VideosCode0
CAESar: Conditional Autoregressive Expected ShortfallCode0
Robust Partial Least Squares Using Low Rank and Sparse Decomposition—0
Implicit Regression in Subspace for High-Sensitivity CEST Imaging—0
Differentiable Optimization of Similarity Scores Between Models and BrainsCode0
Certified Continual Learning for Neural Network Regression—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