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regression

Papers

Showing 73017350 of 9424 papers

TitleStatusHype
Permuted and Augmented Stick-Breaking Bayesian Multinomial Regression0
Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport0
Persistent Homology in Sparse Regression and Its Application to Brain Morphometry0
Personality Profiling: How informative are social media profiles in predicting personal information?0
Personalizing Performance Regression Models to Black-Box Optimization Problems0
Person Re-Identification in Identity Regression Space0
Perturbation Analysis of Learning Algorithms: A Unifying Perspective on Generation of Adversarial Examples0
Perturbed Gibbs Samplers for Synthetic Data Release0
Petrophysical Property Estimation from Seismic Data Using Recurrent Neural Networks0
PETScML: Second-order solvers for training regression problems in Scientific Machine Learning0
PETS-SWINF: A regression method that considers images with metadata based Neural Network for pawpularity prediction on 2021 Kaggle Competition "PetFinder.my"0
P(Expression|Grammar): Probability of deriving an algebraic expression with a probabilistic context-free grammar0
Phase I Analysis of Individual Observations with Missing Data0
Phase transitions for high-dimensional joint support recovery0
Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology0
Phone Duration Modeling for Speaker Age Estimation in Children0
Photometric Stereo using Constrained Bivariate Regression for General Isotropic Surfaces0
Physical Constraint Embedded Neural Networks for inference and noise regulation0
Physics-Aware Gaussian Processes in Remote Sensing0
Physics-Informed CoKriging: A Gaussian-Process-Regression-Based Multifidelity Method for Data-Model Convergence0
Physics-Informed Deep Monte Carlo Quantile Regression method for Interval Multilevel Bayesian Network-based Satellite Heat Reliability Analysis0
Physics-informed features in supervised machine learning0
Physics-Informed Gaussian Process Regression for Probabilistic States Estimation and Forecasting in Power Grids0
Physics-informed linear regression is competitive with two Machine Learning methods in residential building MPC0
Physics-informed machine learning for Structural Health Monitoring0
Physics-Informed Optical Kernel Regression Using Complex-valued Neural Fields0
Physics Symbolic Learner for Discovering Ground-Motion Models Via NGA-West2 Database0
PIANO: A Fast Parallel Iterative Algorithm for Multinomial and Sparse Multinomial Logistic Regression0
Unknown Piecewise Constant Parameters Identification with Exponential Rate of Convergence0
Piecewise constant tuning gain based singularity-free MRAC with application to aircraft control systems0
Piecewise linear regression and classification0
Piecewise Polynomial Regression of Tame Functions via Integer Programming0
Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning0
Piecewise regression mixture for simultaneous functional data clustering and optimal segmentation0
PIHKers at CMCL 2021 Shared Task: Cosine Similarity and Surprisal to Predict Human Reading Patterns.0
PINFER: Privacy-Preserving Inference for Machine Learning0
PIPPI2021: An Approach to Automated Diagnosis and Texture Analysis of the Fetal Liver & Placenta in Fetal Growth Restriction0
PIQI: Perceptual Image Quality Index based on Ensemble of Gaussian Process Regression0
Pi theorem formulation of flood mapping0
Nonparametric Cointegrating Regression Functions with Endogeneity and Semi-Long Memory0
Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation0
Pixel-wise Segmentation of Street with Neural Networks0
Plane-extraction from depth-data using a Gaussian mixture regression model0
Plant species richness prediction from DESIS hyperspectral data: A comparison study on feature extraction procedures and regression models0
Plausible Uncertainties for Human Pose Regression0
PLN-PUCRS at EmoInt-2017: Psycholinguistic features for emotion intensity prediction in tweets0
PLRD: Partially Linear Regression Discontinuity Inference0
PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags0
PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and \#hashtags0
PLUTO: Penalized Unbiased Logistic Regression Trees0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified