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regression

Papers

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Showing 8601–8650 of 9424 papers

TitleStatusHype
Spatial Scaling of Satellite Soil Moisture using Temporal Correlations and Ensemble Learning—0
Nonlinear variable selection with continuous outcome: a nonparametric incremental forward stagewise approach—0
Learning the kernel matrix via predictive low-rank approximationsCode0
“Eyes Open – Eyes Closed” EEG/fMRI data set including dedicated “Carbon Wire Loop” motion detection channels—0
ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models—0
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models—0
Facial age estimation using BSIF and LBP—0
Deep Learning for Limit Order Books—0
Robust Non-linear Regression: A Greedy Approach Employing Kernels with Application to Image Denoising—0
Supervised Dimensionality Reduction via Distance Correlation Maximization—0
Towards perspective-free object counting with deep learningCode0
Write a Classifier: Predicting Visual Classifiers from Unstructured Text—0
Low rank approximation and decomposition of large matrices using error correcting codes—0
The maximum penalty criterion for ridge regression: application to the calibration of the force constant in elastic network models—0
Liability-side Pricing of Swaps and Coherent CVA and FVA by Regression/Simulation—0
Facility Deployment Decisions through Warp Optimizaton of Regressed Gaussian Processes—0
Predicting the Sentiment Polarity and Rating of Yelp ReviewsCode0
Revisiting Differentially Private Regression: Lessons From Learning Theory and their Consequences—0
Embryonic Elongation controlled by Graded Cell Fate: A Molecular Dynamics Approach—0
Probabilistic Programming with Gaussian Process Memoization—0
Learning a Hybrid Architecture for Sequence Regression and Annotation—0
Quantum assisted Gaussian process regression—0
Queue Imbalance as a One-Tick-Ahead Price Predictor in a Limit Order Book—0
Nonparametric Reduced-Rank Regression for Multi-SNP, Multi-Trait Association MappingCode0
Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression—0
Selective Sequential Model Selection—0
The Teaching Dimension of Linear Learners—0
Similarity Learning via Adaptive Regression and Its Application to Image Retrieval—0
Staple: Complementary Learners for Real-Time TrackingCode0
Kalman-based Stochastic Gradient Method with Stop Condition and Insensitivity to Conditioning—0
Continuous Pose Estimation With a Spatial Ensemble of Fisher Regressors—0
b-bit Marginal Regression—0
Subset Selection by Pareto Optimization—0
Leveraging Datasets With Varying Annotations for Face Alignment via Deep Regression Network—0
Fast Second Order Stochastic Backpropagation for Variational Inference—0
Alternating Minimization for Regression Problems with Vector-valued Outputs—0
The One Triangle Three Parallelograms Sampling Strategy and Its Application in Shape Regression—0
Fast Rates for Exp-concave Empirical Risk Minimization—0
Fast Randomized Kernel Ridge Regression with Statistical Guarantees—0
Fast, Provable Algorithms for Isotonic Regression in all L_p-normsCode0
Hierarchical Higher-Order Regression Forest Fields: An Application to 3D Indoor Scene Labelling—0
Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging DataCode0
Scalable Inference for Gaussian Process Models with Black-Box Likelihoods—0
Convergence rates of sub-sampled Newton methods—0
Conditioned Regression Models for Non-Blind Single Image Super-Resolution—0
TRIC-track: Tracking by Regression With Incrementally Learned Cascades—0
Logistic Regression for Automatic Lexical Level Morphological Paradigm Selection for Konkani Nouns—0
Fast Classification Rates for High-dimensional Gaussian Generative Models—0
Multiple-Instance Learning: Radon-Nikodym Approach to Distribution Regression Problem—0
Learning Directed Acyclic Graphs with Penalized Neighbourhood RegressionCode0
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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