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regression

Papers

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Showing 5601–5650 of 9424 papers

TitleStatusHype
Labels Are Not Perfect: Improving Probabilistic Object Detection via Label Uncertainty—0
Efficient energy consumption prediction model for a data analytic-enabled industry building in a smart cityCode0
Low-Rank Reorganization via Proportional Hazards Non-negative Matrix Factorization Unveils Survival Associated Gene Clusters—0
Comparative study of variational quantum circuit and quantum backpropagation multilayer perceptron for COVID-19 outbreak predictions—0
GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification—0
Evidence of Predicting Early Signs of Corporate Bankruptcy Using Financial Ratios in the Indian Landscape—0
COVID-19 mortality analysis from soft-data multivariate curve regression and machine learning—0
Neural Complexity MeasuresCode0
Convolutional Ordinal Regression Forest for Image Ordinal Estimation—0
Modeling of time series using random forests: theoretical developments—0
A Novel Method For Designing Transferable Soft Sensors And Its Application—0
Adiabatic Quantum Linear Regression—0
QUBO Formulations for Training Machine Learning ModelsCode0
Generative Ensemble Regression: Learning Particle Dynamics from Observations of Ensembles with Physics-Informed Deep Generative Models—0
Predicting Crack Growth and Fatigue Life with Surrogate Models—0
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network Based Vector-to-Vector Regression—0
Sketching Datasets for Large-Scale Learning (long version)—0
Multiple Descent: Design Your Own Generalization Curve—0
Multifidelity Data Fusion via Gradient-Enhanced Gaussian Process Regression—0
Rule-based Bayesian regressionCode0
Regression of Instance Boundary by Aggregated CNN and GCN—0
Two-step penalised logistic regression for multi-omic data with an application to cardiometabolic syndromeCode0
Scubed at 3C task B - A simple baseline for citation context influence classificationCode0
An Analysis of Sketched IRLS for Accelerated Sparse Residual Regression—0
Polynomial Regression Network for Variable-Number Lane Detection—0
Data-driven Inverter-based Volt/VAr Control for Partially Observable Distribution Networks—0
Accuracy and stability of solar variable selection comparison under complicated dependence structuresCode0
Biogeography-Based Optimization and Support Vector Regression for Freeway Travel Time Prediction and Feature Selection—0
Very Deep Super-Resolution of Remotely Sensed Images with Mean Square Error and Var-norm Estimators as Loss Functions—0
Additive interaction modelling using I-priorsCode0
Truncated Linear Regression in High Dimensions—0
Learning Output Embeddings in Structured Prediction—0
Reachable Sets of Classifiers and Regression Models: (Non-)Robustness Analysis and Robust Training—0
Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms—0
Unconditional Quantile Regression with High Dimensional Data—0
Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing—0
Robust Similarity and Distance Learning via Decision Forests—0
SADet: Learning An Efficient and Accurate Pedestrian Detector—0
Contrastive Visual-Linguistic PretrainingCode0
Posterior Consistency of Semi-Supervised Regression on Graphs—0
The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training—0
Duluth at SemEval-2020 Task 12: Offensive Tweet Identification in English with Logistic Regression—0
Naïve regression requires weaker assumptions than factor models to adjust for multiple cause confounding—0
Counting Fish and Dolphins in Sonar Images Using Deep Learning—0
Quantum Differentially Private Sparse Regression Learning—0
Online Boosting with Bandit Feedback—0
An Intelligent QoS Algorithm for Home Networks—0
Graph-PCNN: Two Stage Human Pose Estimation with Graph Pose Refinement—0
Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations—0
Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variablesCode0
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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