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regression

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Showing 6401–6450 of 9424 papers

TitleStatusHype
Using Machine Learning to Predict Realized Variance—0
Regression Based Expected Shortfall Backtesting—0
Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference—0
Does SLOPE outperform bridge regression?—0
Weighted Linear Bandits for Non-Stationary EnvironmentsCode0
Differentially Private Regression and Classification with Sparse Gaussian Processes—0
Dynamics of Deep Neural Networks and Neural Tangent Hierarchy—0
Distributional conformal predictionCode0
Distributed Function Minimization in Apache SparkCode0
360^o Surface Regression with a Hyper-Sphere LossCode0
Compressed Sensing and Overparametrized Networks: Overfitting Peaks in a Model of Misparametrized Sparse Regression in the Interpolation Limit—0
Spoken Speech Enhancement using EEG—0
Hierarchical Scene Coordinate Classification and Regression for Visual Localization—0
A Knowledge Transfer Framework for Differentially Private Sparse Learning—0
Estimation and Applications of Quantile Regression for Binary Longitudinal Data—0
Analysis of Regression Tree Fitting Algorithms in Learning to Rank—0
Gaussians on Riemannian Manifolds: Applications for Robot Learning and Adaptive Control—0
Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models—0
A comparison of some conformal quantile regression methodsCode0
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classificationCode0
Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization—0
Factorized MultiClass Boosting—0
Late fusion of deep learning and hand-crafted features for Achilles tendon healing monitoring—0
PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion RegressionCode0
WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object DetectionCode0
Deep Learning Regression of VLSI Plasma Etch Metrology—0
Adversarial Orthogonal Regression: Two non-Linear Regressions for Causal Inference—0
RefineFace: Refinement Neural Network for High Performance Face Detection—0
Tree-based Synthetic Control Methods: Consequences of moving the US Embassy—0
Super ensemble learning for daily streamflow forecasting: Large-scale demonstration and comparison with multiple machine learning algorithms—0
A Stochastic Quasi-Newton Method with Nesterov's Accelerated Gradient—0
Sparse linear regression with compressed and low-precision data via concave quadratic programming—0
Adaptive Unimodal Cost Volume Filtering for Deep Stereo MatchingCode0
Unsupervised Image Regression for Heterogeneous Change Detection—0
Uncertain Natural Language Inference—0
Regression Under Human AssistanceCode0
Machine Learning in Least-Squares Monte Carlo Proxy Modeling of Life Insurance Companies—0
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed Errors—0
Regression-clustering for Improved Accuracy and Training Cost with Molecular-Orbital-Based Machine Learning—0
Distance transform regression for spatially-aware deep semantic segmentation—0
Are Bitcoins price predictable? Evidence from machine learning techniques using technical indicators—0
Investigating the Relationship between Multi-Party Linguistic Entrainment, Team Characteristics, and the Perception of Team Social Outcomes—0
Further results on structured regression for multi-scale networks—0
Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b—0
From Image to Text in Sentiment Analysis via Regression and Deep Learning—0
Multi-level analysis and recognition of the text sentiment on the example of consumer opinions—0
Deep Ordinal Regression for Pledge Specificity PredictionCode0
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learningCode0
Satellite Pose Estimation with Deep Landmark Regression and Nonlinear Pose RefinementCode0
Network Elastic Net for Identifying Smoking specific gene expression for lung cancer—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