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regression

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Showing 3451–3500 of 9424 papers

TitleStatusHype
Feature Selection for Ridge Regression with Provable Guarantees—0
Feature Selection from Differentially Private Correlations—0
Feature selection in stratification estimators of causal effects: lessons from potential outcomes, causal diagrams, and structural equations—0
Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network—0
Alternating Minimization for Regression Problems with Vector-valued Outputs—0
Features of word similarity—0
Cointegrating Polynomial Regressions with Power Law Trends: Environmental Kuznets Curve or Omitted Time Effects?—0
Feature Space Sketching for Logistic Regression—0
Feature vector regularization in machine learning—0
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning—0
Federated Bayesian Neural Regression: A Scalable Global Federated Gaussian Process—0
Federated Coordinate Descent for Privacy-Preserving Multiparty Linear Regression—0
A Characterization of List Regression—0
Federated Empirical Risk Minimization via Second-Order Method—0
Federated Latent Class Regression for Hierarchical Data—0
Collaborative Filtering with Side Information: a Gaussian Process Perspective—0
Federated Multi-task Hierarchical Attention Model for Sensor Analytics—0
Federated Smoothing Proximal Gradient for Quantile Regression with Non-Convex Penalties—0
Federated Sufficient Dimension Reduction Through High-Dimensional Sparse Sliced Inverse Regression—0
Federated Transfer Learning with Differential Privacy—0
Estimation of a function of low local dimensionality by deep neural networks—0
Feel-Good Thompson Sampling for Contextual Bandits and Reinforcement Learning—0
Deep Learning: A Bayesian Perspective—0
Ferryman at SemEval-2020 Task 7: Ensemble Model for Assessing Humor in Edited News Headlines—0
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings—0
Few-shot Learning for Spatial Regression—0
Few-shot Personalized Saliency Prediction Based on Inter-personnel Gaze Patterns—0
Few-Shot Regression via Learned Basis Functions—0
Deep Lattice Networks and Partial Monotonic Functions—0
Co-Localization of Audio Sources in Images Using Binaural Features and Locally-Linear Regression—0
Application of Machine Learning in Stock Market Forecasting: A Case Study of Disney Stock—0
Field Estimation using Robotic Swarms through Bayesian Regression and Mean-Field Feedback—0
Deep Kronecker Network—0
Audio-Visual Calibration with Polynomial Regression for 2-D Projection Using SVD-PHAT—0
Filtering Point Targets via Online Learning of Motion Models—0
Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach—0
Alternating Minimization for Mixed Linear Regression—0
Financial Hedging and Risk Compression, A journey from linear regression to neural network—0
Frank-Wolfe optimization for deep networks—0
Application of Random Forest and Support Vector Machine for Investigation of Pressure Filtration Performance, a Zinc Plant Filter Cake Modeling—0
Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box Regression—0
Finding Dantzig selectors with a proximity operator based fixed-point algorithm—0
Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression—0
Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data—0
Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets—0
Applications of Machine Learning in Fintech Credit Card Fraud Detection—0
Fine-grained Correlation Loss for Regression—0
Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model—0
Deep Kinematic Pose Regression—0
Deep Importance Sampling based on Regression for Model Inversion and Emulation—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