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regression

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Showing 6801–6850 of 9424 papers

TitleStatusHype
Variational Bayes for high-dimensional linear regression with sparse priors—0
Are Self-Driving Cars Secure? Evasion Attacks against Deep Neural Networks for Steering Angle Prediction—0
Universal Bounding Box Regression and Its Applications—0
Comparison of statistical post-processing methods for probabilistic NWP forecasts of solar radiation—0
Analysis of overfitting in the regularized Cox model—0
Graph-Embedded Multi-layer Kernel Extreme Learning Machine for One-class Classification or (Graph-Embedded Multi-layer Kernel Ridge Regression for One-class Classification)—0
Distribution Regression in Duration Analysis: an Application to Unemployment SpellsCode0
Tensor Sparse PCA and Face Recognition: A Novel Approach—0
Geometry-Aware Maximum Likelihood Estimation of Intrinsic DimensionCode0
Variational AutoEncoder For Regression: Application to Brain Aging AnalysisCode0
Low-cost spectrogram based counterfeit medicine detection—0
Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-SpheresCode0
Curriculum semi-supervised segmentationCode0
Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic FeaturesCode0
Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task—0
MVF-Net: Multi-View 3D Face Morphable Model RegressionCode0
Regression Concept Vectors for Bidirectional Explanations in HistopathologyCode0
Uncertainty Measures and Prediction Quality Rating for the Semantic Segmentation of Nested Multi Resolution Street Scene ImagesCode0
Evaluating Competence Measures for Dynamic Regressor Selection—0
Component-Wise Boosting of Targets for Multi-Output Prediction—0
Crosslingual Document Embedding as Reduced-Rank Ridge RegressionCode0
Supervised Discrete Hashing with Relaxation—0
A unifying approach for doubly-robust _1 regularized estimation of causal contrasts—0
Fast Supervised Discrete Hashing—0
Team QCRI-MIT at SemEval-2019 Task 4: Propaganda Analysis Meets Hyperpartisan News Detection—0
Semantic Graph Convolutional Networks for 3D Human Pose RegressionCode1
A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming—0
Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces—0
Logitron: Perceptron-augmented classification model based on an extended logistic loss function—0
Artificial Neural Network Modeling for Path Loss Prediction in Urban EnvironmentsCode0
Determining input variable ranges in Industry 4.0: A heuristic for estimating the domain of a real-valued function or trained regression model given an output range—0
Empirical Study of Deep Learning for Text Classification in Legal Document Review—0
Improving Model-based Genetic Programming for Symbolic Regression of Small ExpressionsCode1
Estimating Chlorophyll a Concentrations of Several Inland Waters with Hyperspectral Data and Machine Learning Models—0
Identification, Interpretability, and Bayesian Word EmbeddingsCode0
Sequential Adaptive Design for Jump Regression Estimation—0
3DRegNet: A Deep Neural Network for 3D Point RegistrationCode0
Generating Labels for Regression of Subjective Constructs using Triplet Embeddings—0
Point in, Box out: Beyond Counting Persons in Crowds—0
FEAFA: A Well-Annotated Dataset for Facial Expression Analysis and 3D Facial Animation—0
Probabilistic Regression of Rotations using Quaternion Averaging and a Deep Multi-Headed Network—0
Tree Search Network for Sparse Regression—0
Adaptive Bayesian Linear Regression for Automated Machine Learning—0
Sparse Tensor Additive Regression—0
Fourier Transform Approach to Machine Learning I: Fourier Regression—0
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANCode0
Online Multi-target regression trees with stacked leaf models—0
A proof of convergence of multi-class logistic regression network—0
An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression—0
Using Gaussian process regression for efficient parameter reconstruction—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