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regression

Papers

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Showing 2451–2500 of 9424 papers

TitleStatusHype
Debiased Machine Learning of Aggregated Intersection Bounds and Other Causal Parameters—0
Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications—0
Prediction of SLAM ATE Using an Ensemble Learning Regression Model and 1-D Global Pooling of Data Characterization—0
D2Q-DETR: Decoupling and Dynamic Queries for Oriented Object Detection with Transformers—0
Efficient Sensor Placement from Regression with Sparse Gaussian Processes in Continuous and Discrete Spaces—0
Evaluación del efecto del PAMI en la cobertura en salud de los adultos mayores en Argentina—0
Nickell Bias in Panel Local Projection: Financial Crises Are Worse Than You ThinkCode0
Multi-Modality in Music: Predicting Emotion in Music from High-Level Audio Features and LyricsCode0
Machine Learning based prediction of Glucose Levels in Type 1 Diabetes Patients with the use of Continuous Glucose Monitoring DataCode1
Disease Severity Regression with Continuous Data Augmentation—0
On the Training Instability of Shuffling SGD with Batch Normalization—0
Retrospective Uncertainties for Deep Models using Vine CopulasCode0
On Statistical Properties of Sharpness-Aware Minimization: Provable Guarantees—0
Calibrated Regression Against An Adversary Without Regret—0
Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments—0
Embeddings for Tabular Data: A Survey—0
Contrastive Representation Learning for Acoustic Parameter Estimation—0
A Generalized Weighted Loss for SVC and MLP—0
Quantized Low-Rank Multivariate Regression with Random Dithering—0
Explainable Contextual Anomaly Detection using Quantile Regression ForestsCode0
Impact of a Batter in ODI Cricket Implementing Regression Models from Match Commentary—0
Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search—0
Decomposition and Interpretation of Treatment Effects in Settings with Delayed Outcomes—0
Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time—0
Likelihood Annealing: Fast Calibrated Uncertainty for Regression—0
Improved uncertainty quantification for neural networks with Bayesian last layerCode0
Dealing with Collinearity in Large-Scale Linear System Identification Using Gaussian Regression—0
Estimating long-term causal effects from short-term experiments and long-term observational data with unobserved confounding—0
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey—0
Mean Parity Fair Regression in RKHSCode0
Reentry Risk and Safety Assessment of Spacecraft Debris Based on Machine LearningCode0
Variational Boosted Soft Trees—0
Online Symbolic Regression with Informative Query—0
Conformal Prediction for Network-Assisted Regression—0
Toward Asymptotic Optimality: Sequential Unsupervised Regression of Density Ratio for Early ClassificationCode0
Pseudo-Labeling for Kernel Ridge Regression under Covariate ShiftCode0
Efficient Generator of Mathematical Expressions for Symbolic RegressionCode1
Noise-Augmented _0 Regularization of Tensor Regression with Tucker Decomposition—0
Mixed Semi-Supervised Generalized-Linear-Regression with Applications to Deep-Learning and Interpolators—0
Liveness score-based regression neural networks for face anti-spoofing—0
Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback—0
Clustered Covariate Regression—0
Identify local limiting factors of species distribution using min-linear logistic regression—0
Data Augmentation for Imbalanced RegressionCode0
Smoothly Giving up: Robustness for Simple Models—0
Optimal Training of Mean Variance Estimation Neural NetworksCode0
Practical Contextual Bandits with Feedback Graphs—0
(S)GD over Diagonal Linear Networks: Implicit Regularisation, Large Stepsizes and Edge of Stability—0
Black-Box Batch Active Learning for RegressionCode0
Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box Regression—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

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