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regression

Papers

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Showing 3251–3300 of 9424 papers

TitleStatusHype
CARD: Classification and Regression Diffusion ModelsCode2
Noise Covariance Estimation in Multi-Task High-dimensional Linear Models—0
Detection of magnetohydrodynamic waves by using machine learning—0
Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images—0
Reconstructing vehicles from orthographic drawings using deep neural networks—0
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning TasksCode1
MBGDT:Robust Mini-Batch Gradient DescentCode0
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text DocumentsCode0
Neural interval-censored survival regression with feature selectionCode2
Downlink Power Allocation in Massive MIMO via Deep Learning: Adversarial Attacks and Training—0
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR ImagesCode0
ULTRA: Uncertainty-aware Label Distribution Learning for Breast Tumor Cellularity AssessmentCode0
Symbolic Regression in Materials Science: Discovering Interatomic Potentials from DataCode0
Machine Learning Training on a Real Processing-in-Memory System—0
Federated Bayesian Neural Regression: A Scalable Global Federated Gaussian Process—0
IGN : Implicit Generative NetworksCode0
Symbolic Regression for Space Applications: Differentiable Cartesian Genetic Programming Powered by Multi-objective Memetic Algorithms—0
Concurrent Learning Based Adaptive Control of Euler Lagrange Systems with Guaranteed Parameter Convergence—0
Density Regression and Uncertainty Quantification with Bayesian Deep Noise Neural Networks—0
Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms—0
Gradient Boosting Performs Gaussian Process InferenceCode0
Conformal Prediction Intervals for Markov Decision Process Trajectories—0
Overcoming the Spectral Bias of Neural Value Approximation—0
The leaky integrator that could: Or recursive polynomial regression for online signal analysis—0
JNMR: Joint Non-linear Motion Regression for Video Frame InterpolationCode1
Trimmed Maximum Likelihood Estimation for Robust Learning in Generalized Linear Models—0
On Hypothesis Transfer Learning of Functional Linear Models—0
Benchmarking Bayesian neural networks and evaluation metrics for regression tasks—0
TreeFlow: Going beyond Tree-based Gaussian Probabilistic Regression—0
Theoretical Error Performance Analysis for Variational Quantum Circuit Based Functional RegressionCode0
On gradient descent training under data augmentation with on-line noisy copies—0
Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified SketchesCode0
How Far I'll Go: Offline Goal-Conditioned Reinforcement Learning via f-Advantage RegressionCode1
Certifying Data-Bias Robustness in Linear Regression—0
How does overparametrization affect performance on minority groups?Code0
Decentralized Online Regularized Learning Over Random Time-Varying Graphs—0
Deep Learning-based Finite Element Analysis (FEA) surrogate for sub-sea pressure vessel—0
OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal RegressionCode1
DeeprETA: An ETA Post-processing System at Scale—0
MetaNOR: A Meta-Learnt Nonlocal Operator Regression Approach for Metamaterial Modeling—0
Learning "best" kernels from data in Gaussian process regression. With application to aerodynamics—0
Uncertainty Estimation in Machine Learning—0
MCD: Marginal Contrastive Discrimination for conditional density estimation—0
Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation—0
Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization—0
Sparse Mixed Linear Regression with Guarantees: Taming an Intractable Problem with Invex Relaxation—0
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar ImageryCode1
CHILLAX - at Arabic Hate Speech 2022: A Hybrid Machine Learning and Transformers based Model to Detect Arabic Offensive and Hate Speech—0
Baseline English and Maltese-English Classification Models for Subjectivity Detection, Sentiment Analysis, Emotion Analysis, Sarcasm Detection, and Irony Detection—0
Multi-word Lexical Units Recognition in WordNet—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