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regression

Papers

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Showing 5851–5900 of 9424 papers

TitleStatusHype
A generalised OMP algorithm for feature selection with application to gene expression data—0
Handling Concept Drifts in Regression Problems -- the Error Intersection Approach—0
Optimizing the reliability of a bank with Logistic Regression and Particle Swarm Optimization—0
EOLO: Embedded Object Segmentation only Look OnceCode0
Variable fusion for Bayesian linear regression via spike-and-slab priors—0
Adaptation of Engineering Wake Models using Gaussian Process Regression and High-Fidelity Simulation Data—0
High-dimensional mixed-frequency IV regression—0
Predict the model of a camera—0
Ensemble Forecasting of Monthly Electricity Demand using Pattern Similarity-based Methods—0
Are Direct Links Necessary in RVFL NNs for Regression?—0
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability—0
Optimising HEP parameter fits via Monte Carlo weight derivative regression—0
Random Machines Regression Approach: an ensemble support vector regression model with free kernel choiceCode0
Probabilistic Regression for Visual Tracking—0
Distributed Kernel Ridge Regression with Communications—0
Robust Q-learning—0
Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression—0
Nonconvex sparse regularization for deep neural networks and its optimality—0
Zero-shot and few-shot time series forecasting with ordinal regression recurrent neural networks—0
Prediction of number of cases expected and estimation of the final size of coronavirus epidemic in India using the logistic model and genetic algorithm—0
CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context—0
Scalable Variational Gaussian Process Regression NetworksCode1
Boosting Ridge Regression for High Dimensional Data Classification—0
Dimension Independent Generalization Error by Stochastic Gradient Descent—0
Evaluation of Error and Correlation-Based Loss Functions For Multitask Learning Dimensional Speech Emotion RecognitionCode1
Efficient Algorithms for Multidimensional Segmented RegressionCode0
Monocular Human Pose and Shape Reconstruction using Part Differentiable Rendering—0
G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes—0
Neural Networks and Polynomial Regression. Demystifying the Overparametrization Phenomena—0
Efficient Tensor Kernel methods for sparse regression—0
Modal Regression based Structured Low-rank Matrix Recovery for Multi-view Learning—0
Multi-target regression via output space quantization—0
Deep Synthetic Minority Over-Sampling Technique—0
Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression—0
Analysis of Greenhouse Gases—0
BoostTree and BoostForest for Ensemble LearningCode1
Scaling up Kernel Ridge Regression via Locality Sensitive Hashing—0
Localized sketching for matrix multiplication and ridge regression—0
Gaze-Sensing LEDs for Head Mounted Displays—0
A Novel Twitter Sentiment Analysis Model with Baseline Correlation for Financial Market Prediction with Improved Efficiency—0
Logistic-Regression with peer-group effects via inference in higher order Ising models—0
Efficient improper learning for online logistic regression—0
Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM)—0
Revisiting the Sibling Head in Object DetectorCode1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance SegmentationCode1
Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix—0
DistNet: Deep Tracking by displacement regression: application to bacteria growing in the Mother MachineCode0
Improving predictions by nonlinear regression models from outlying input data—0
The Implicit Regularization of Stochastic Gradient Flow for Least Squares—0
Linear Regression without Correspondences via Concave MinimizationCode0
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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