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regression

Papers

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Showing 6951–7000 of 9424 papers

TitleStatusHype
The Cost of Privacy: Optimal Rates of Convergence for Parameter Estimation with Differential Privacy—0
Winning the Big Data Technologies Horizon Prize: Fast and reliable forecasting of electricity grid traffic by identification of recurrent fluctuations—0
Interaction-Transformation Evolutionary Algorithm for Symbolic RegressionCode0
KTBoost: Combined Kernel and Tree BoostingCode0
Iterative Least Trimmed Squares for Mixed Linear Regression—0
Hybrid Forest: A Concept Drift Aware Data Stream Mining AlgorithmCode0
Super-realtime facial landmark detection and shape fitting by deep regression of shape model parametersCode0
Space lower bounds for linear prediction in the streaming model—0
Scalable Holistic Linear Regression—0
Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance—0
Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior BootstrapCode0
Censored Quantile Regression ForestsCode0
Sparse Regression and Adaptive Feature Generation for the Discovery of Dynamical Systems—0
Handling correlated and repeated measurements with the smoothed multivariate square-root LassoCode0
Principal Model Analysis Based on Partial Least Squares—0
Robust One-Class Kernel Spectral Regression—0
A General Theory for Structured Prediction with Smooth Convex Surrogates—0
Robust Regression via Online Feature Selection under Adversarial Data Corruption—0
Face Alignment using a 3D Deeply-initialized Ensemble of Regression TreesCode0
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression—0
Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression—0
Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity Measure—0
Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data—0
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning—0
The Spatially-Conscious Machine Learning Model—0
Improving SGD convergence by online linear regression of gradients in multiple statistically relevant directionsCode0
Semi-Supervised Ordinal Regression Based on Empirical Risk Minimization—0
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization PerspectiveCode0
Bayesian nonparametric multiway regression for clustered binomial dataCode0
End-to-End Probabilistic Inference for Nonstationary Audio AnalysisCode0
Ensembling methods for countrywide short term forecasting of gas demand—0
Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution—0
Hyperspherical Prototype NetworksCode0
Rank-one Convexification for Sparse Regression—0
General Fair Empirical Risk Minimization—0
A maximum principle argument for the uniform convergence of graph Laplacian regressors—0
Fair Regression for Health Care SpendingCode0
Secure multi-party linear regression at plaintext speedCode0
On Random Subsampling of Gaussian Process Regression: A Graphon-Based Analysis—0
ADMM-SOFTMAX : An ADMM Approach for Multinomial Logistic RegressionCode0
SelectiveNet: A Deep Neural Network with an Integrated Reject OptionCode0
Provably efficient RL with Rich Observations via Latent State DecodingCode0
Bayesian surrogate learning in dynamic simulator-based regression problems—0
Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching—0
Petrophysical Property Estimation from Seismic Data Using Recurrent Neural Networks—0
High Dimensional Robust M-Estimation: Arbitrary Corruption and Heavy Tails—0
Stochastic Gradient TreesCode0
A Review on Quantile Regression for Stochastic Computer Experiments—0
Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems—0
Neural-Guided Symbolic Regression with Asymptotic ConstraintsCode0
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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