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regression

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Showing 5401–5450 of 9424 papers

TitleStatusHype
Expectile Neural Networks for Genetic Data Analysis of Complex Diseases—0
Improving pronunciation assessment via ordinal regression with anchored reference samples—0
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems—0
Adversarial Robust Low Rank Matrix Estimation: Compressed Sensing and Matrix Completion—0
A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement—0
Statistical optimality and stability of tangent transform algorithms in logit models—0
Autoencoder Watchdog Outlier Detection for Classifiers—0
Improving the generalization of network based relative pose regression: dimension reduction as a regularizer—0
Out-of-distribution detection for regression tasks: parameter versus predictor entropy—0
Stochastic Gradient Descent Meets Distribution Regression—0
Nearly Optimal Variational Inference for High Dimensional Regression with Shrinkage Priors—0
MIMO ILC for Precision SEA robots using Input-weighted Complex-Kernel Regression—0
Neural Network-based Acoustic Vehicle Counting—0
On the intrinsic robustness to noise of some leading classifiers and symmetric loss function -- an empirical evaluation—0
Computationally and Statistically Efficient Truncated Regression—0
Robust Audio-Based Vehicle Counting in Low-to-Moderate Traffic Flow—0
CP Degeneracy in Tensor Regression—0
Spike and slab variational Bayes for high dimensional logistic regression—0
How Data Augmentation affects Optimization for Linear Regression—0
Regularised Least-Squares Regression with Infinite-Dimensional Output Space—0
Differentiable Optimal Adversaries for Learning Fair Representations—0
Impact of crop diversification on tribal farmer's income: A case study from Eastern ghats of India—0
Deep Importance Sampling based on Regression for Model Inversion and Emulation—0
Increasing Depth Leads to U-Shaped Test Risk in Over-parameterized Convolutional Networks—0
Non-parametric Binary regression in metric spaces with KL loss—0
Local Linear Approximation Algorithm for Neural Network—0
Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified SamplingCode0
A Concentration of Measure Framework to study convex problems and other implicit formulation problems in machine learning—0
Temperature Scaling for Quantile Calibration—0
Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression—0
JSRT: James-Stein Regression Tree—0
A Seq2Seq approach to Symbolic RegressionCode0
Robust Face Alignment by Multi-order High-precision Hourglass Network—0
Deep and interpretable regression models for ordinal outcomesCode0
Binary Choice with Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Racial Justice—0
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning—0
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery—0
Quantum-Inspired Classical Algorithm for Principal Component Regression—0
Instrumental Variable Regression via Kernel Maximum Moment LossCode0
A Theory of Hyperbolic Prototype Learning—0
LTN: Long-Term Network for Long-Term Motion Prediction—0
Neural Mixture Distributional Regression—0
Robust Finite Mixture Regression for Heterogeneous Targets—0
Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images—0
Signal classification using weighted orthogonal regression method—0
A Generalized Stacking for Implementing Ensembles of Gradient Boosting Machines—0
NEMO: Frequentist Inference Approach to Constrained Linguistic Typology Feature Prediction in SIGTYP 2020 Shared TaskCode0
A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression—0
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework—0
Maximin Optimization for Binary Regression—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