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regression

Papers

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Showing 5951–6000 of 9424 papers

TitleStatusHype
Towards new cross-validation-based estimators for Gaussian process regression: efficient adjoint computation of gradients—0
A general framework for ensemble distribution distillationCode0
The role of regularization in classification of high-dimensional noisy Gaussian mixture—0
Provable Meta-Learning of Linear RepresentationsCode0
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning—0
Understanding and Mitigating the Tradeoff Between Robustness and AccuracyCode0
Inverse learning in Hilbert scales—0
Precise Tradeoffs in Adversarial Training for Linear Regression—0
Causal Strategic Linear Regression—0
Gaussian Process Regression for Probabilistic Short-term Solar Output Forecast—0
Speech Synthesis using EEG—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
Fast local linear regression with anchor regularizationCode0
Memory-Based Graph NetworksCode1
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning ModelCode1
A Multiclass Classification Approach to Label Ranking—0
Sparse principal component regression via singular value decomposition approachCode0
PIANO: A Fast Parallel Iterative Algorithm for Multinomial and Sparse Multinomial Logistic Regression—0
Deep Sigma Point Processes—0
Generalisation error in learning with random features and the hidden manifold model—0
SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis—0
Meta-learning for mixed linear regression—0
Diversity sampling is an implicit regularization for kernel methods—0
Forecasting Foreign Exchange Rate: A Multivariate Comparative Analysis between Traditional Econometric, Contemporary Machine Learning & Deep Learning TechniquesCode1
Gradient Boosting Neural Networks: GrowNetCode1
Deep regularization and direct training of the inner layers of Neural Networks with Kernel FlowsCode0
Weakly-supervised Multi-output Regression via Correlated Gaussian Processes—0
Residual Correlation in Graph Neural Network RegressionCode1
SummaryNet: A Multi-Stage Deep Learning Model for Automatic Video Summarisation—0
siaNMS: Non-Maximum Suppression with Siamese Networks for Multi-Camera 3D Object Detection—0
MapLUR: Exploring a new Paradigm for Estimating Air Pollution using Deep Learning on Map Images—0
Large-scale biometry with interpretable neural network regression on UK Biobank body MRICode0
Gaming Helps! Learning from Strategic Interactions in Natural Dynamics—0
The Utility of General Domain Transfer Learning for Medical Language Tasks—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
Distributed Sketching Methods for Privacy Preserving Regression—0
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach—0
An implicit function learning approach for parametric modal regression—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
Traffic Modelling and Prediction via Symbolic Regression on Road Sensor Data—0
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesCode1
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
Reservoir memory machines—0
Estimating Uncertainty Intervals from Collaborating NetworksCode0
Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles—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