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regression

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Showing 6051–6100 of 9424 papers

TitleStatusHype
Inverse learning in Hilbert scales—0
Precise Tradeoffs in Adversarial Training for Linear Regression—0
Gaussian Process Regression for Probabilistic Short-term Solar Output Forecast—0
The Sample Complexity of Meta Sparse Regression—0
Regression with Deep Learning for Sensor Performance Optimization—0
Partially Observed Dynamic Tensor Response Regression—0
Speech Synthesis using EEG—0
Generalisation error in learning with random features and the hidden manifold model—0
Fast local linear regression with anchor regularizationCode0
A Multiclass Classification Approach to Label Ranking—0
Deep Sigma Point Processes—0
PIANO: A Fast Parallel Iterative Algorithm for Multinomial and Sparse Multinomial Logistic Regression—0
Sparse principal component regression via singular value decomposition approachCode0
Meta-learning for mixed linear regression—0
SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis—0
Diversity sampling is an implicit regularization for kernel methods—0
siaNMS: Non-Maximum Suppression with Siamese Networks for Multi-Camera 3D Object Detection—0
Weakly-supervised Multi-output Regression via Correlated Gaussian Processes—0
Deep regularization and direct training of the inner layers of Neural Networks with Kernel FlowsCode0
SummaryNet: A Multi-Stage Deep Learning Model for Automatic Video Summarisation—0
MapLUR: Exploring a new Paradigm for Estimating Air Pollution using Deep Learning on Map Images—0
Gaming Helps! Learning from Strategic Interactions in Natural Dynamics—0
Large-scale biometry with interpretable neural network regression on UK Biobank body MRICode0
Distributed Sketching Methods for Privacy Preserving Regression—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
The Utility of General Domain Transfer Learning for Medical Language Tasks—0
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach—0
An implicit function learning approach for parametric modal regression—0
Traffic Modelling and Prediction via Symbolic Regression on Road Sensor Data—0
Fast Fair Regression via Efficient Approximations of Mutual InformationCode0
End-to-end Learning of Object Motion Estimation from Retinal Events for Event-based Object Tracking—0
Multiscale Non-stationary Stochastic Bandits—0
High Performance Logistic Regression for Privacy-Preserving Genome AnalysisCode0
Audio-Visual Calibration with Polynomial Regression for 2-D Projection Using SVD-PHAT—0
Estimating Uncertainty Intervals from Collaborating NetworksCode0
Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions—0
Structure-Property Maps with Kernel Principal Covariates Regression—0
Reservoir memory machines—0
Average-case Acceleration Through Spectral Density Estimation—0
Sparse Recovery With Non-Linear Fourier Features—0
Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles—0
Mathematical Foundations of Regression Methods for the approximation of the Forward Initial Margin—0
Large Scale Tensor Regression using Kernels and Variational Inference—0
Improved prediction of soil properties with Multi-target Stacked Generalisation on EDXRF spectra—0
Asymptotic errors for convex penalized linear regression beyond Gaussian matrices—0
A Non-Intrusive Correction Algorithm for Classification Problems with Corrupted Data—0
Testing Continuity of a Density via g-order statistics in the Regression Discontinuity Design—0
A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings—0
Distributed Learning with Dependent Samples—0
Stability and asymptotic analysis of the Föllmer-Schweizer decomposition on a finite probability space—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