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regression

Papers

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Showing 4751–4800 of 9424 papers

TitleStatusHype
The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued RegressionCode0
Minimax Optimal Regression over Sobolev Spaces via Laplacian Regularization on Neighborhood Graphs—0
Statistical optimality conditions for compressive ensembles—0
OctoPath: An OcTree Based Self-Supervised Learning Approach to Local Trajectory Planning for Mobile Robots—0
Field Estimation using Robotic Swarms through Bayesian Regression and Mean-Field Feedback—0
Sentence Complexity in Context—0
Decision Concept Lattice vs. Decision Trees and Random Forests—0
PIHKers at CMCL 2021 Shared Task: Cosine Similarity and Surprisal to Predict Human Reading Patterns.—0
Stochastic Collapsed Variational Inference for Structured Gaussian Process Regression Network—0
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data—0
LangResearchLab_NC at CMCL2021 Shared Task: Predicting Gaze Behaviour Using Linguistic Features and Tree Regressors—0
What's a good imputation to predict with missing values?Code0
MTL782_IITD at CMCL 2021 Shared Task: Prediction of Eye-Tracking Features Using BERT Embeddings and Linguistic Features—0
Logistic Regression Through the Veil of Imprecise DataCode0
Markov Localisation using Heatmap Regression and Deep Convolutional Odometry—0
Generalization Error Rates in Kernel Regression: The Crossover from the Noiseless to Noisy Regime—0
A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic Regression—0
Control Occupation Kernel Regression for Nonlinear Control-Affine Systems—0
Regression-Adjusted Estimation of Quantile Treatment Effects under Covariate-Adaptive Randomizations—0
Support vector machines and linear regression coincide with very high-dimensional featuresCode0
Lattice partition recovery with dyadic CARTCode0
VeniBot: Towards Autonomous Venipuncture with Automatic Puncture Area and Angle Regression from NIR Images—0
Towards a Better Understanding of Linear Models for Recommendation—0
OpReg-Boost: Learning to Accelerate Online Algorithms with Operator RegressionCode0
General Game Heuristic Prediction Based on Ludeme Descriptions—0
An algorithm-based multiple detection influence measure for high dimensional regression using expectileCode0
Optimizing the location of vaccination sites to stop a zoonotic epidemic—0
Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients—0
Optimal Sampling Density for Nonparametric Regression—0
Group selection and shrinkage: Structured sparsity for semiparametric additive models—0
Scalable Cross Validation Losses for Gaussian Process Models—0
Uncertainty quantification for distributed regression—0
SiamRCR: Reciprocal Classification and Regression for Visual Object Tracking—0
Regularization Can Help Mitigate Poisoning Attacks... with the Right Hyperparameters—0
Skeleton-aware multi-scale heatmap regression for 2D hand pose estimation—0
A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks—0
Evaluating the Effect of Credit Collection Policy on Portfolio Quality of Micro-Finance Bank—0
Machine Learning Regression based Single Event Transient Modeling Method for Circuit-Level Simulation—0
Understanding Uncertainty in Bayesian Deep Learning—0
Automation for Interpretable Machine Learning Through a Comparison of Loss Functions to Regularisers—0
Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions—0
A Precise Performance Analysis of Support Vector Regression—0
On Instrumental Variable Regression for Deep Offline Policy EvaluationCode0
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting—0
3D Human Pose Regression using Graph Convolutional NetworkCode0
Scalable Quasi-Bayesian Inference for Instrumental Variable Regression—0
Neural networks with superexpressive activations and integer weights—0
Incorporating domain knowledge into neural-guided search via in situ priors and constraints—0
Hierarchical Non-Stationary Temporal Gaussian Processes With L^1-Regularization—0
Segmentation of high dimensional means over multi-dimensional change points and connections to regression trees—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