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regression

Papers

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Showing 8401–8450 of 9424 papers

TitleStatusHype
Stacked Approximated Regression Machine: A Simple Deep Learning Approach—0
Benchmarking confound regression strategies for the control of motion artifact in studies of functional connectivity—0
Sex, drugs, and violence—0
Linear Regression with an Unknown Permutation: Statistical and Computational Limits—0
Interpolated Discretized Embedding of Single Vectors and Vector Pairs for Classification, Metric Learning and Distance Approximation—0
Boosting as a kernel-based method—0
Sampling Requirements and Accelerated Schemes for Sparse Linear Regression with Orthogonal Least-SquaresCode0
Robust High-Dimensional Linear Regression—0
Kernel Ridge Regression via Partitioning—0
Bayesian Kernel and Mutual k-Nearest Neighbor Regression—0
Iterative Hard Thresholding for Model Selection in Genome-Wide Association StudiesCode0
Learning to Rank for Synthesizing Planning Heuristics—0
Cascaded Continuous Regression for Real-time Incremental Face Tracking—0
Can we trust the bootstrap in high-dimension?—0
Modelling and computation using NCoRM mixtures for density regression—0
Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression—0
hdm: High-Dimensional Metrics—0
Efficient Multiple Incremental Computation for Kernel Ridge Regression with Bayesian Uncertainty Modeling—0
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms—0
Variational Mixture Models with Gamma or inverse-Gamma componentsCode0
Recurrent Regression for Face Recognition—0
High-dimensional regression adjustments in randomized experiments—0
The Landscape of Empirical Risk for Non-convex Losses—0
e-Distance Weighted Support Vector Regression—0
Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation—0
Refining adverse drug reaction signals by incorporating interaction variables identified using emergent pattern mining—0
Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object TrackingCode0
Information-theoretical label embeddings for large-scale image classification—0
Recycle deep features for better object detection—0
Fast Algorithms for Segmented Regression—0
Vision-based Traffic Flow Prediction using Dynamic Texture Model and Gaussian Process—0
Multiple-Instance Logistic Regression with LASSO Penalty—0
Deep Structured-Output Regression Learning for Computational Color Constancy—0
Stock Market Market Crash of 2008: an empirical study of the deviation of share prices from company fundamentals—0
Retrospective Causal Inference with Machine Learning Ensembles: An Application to Anti-Recidivism Policies in Colombia—0
Mapping distributional to model-theoretic semantic spaces: a baselineCode0
Bayesian quantile additive regression treesCode0
On Faster Convergence of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization—0
Sparse additive Gaussian process with soft interactions—0
Convergence rates of Kernel Conjugate Gradient for random design regression—0
Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition—0
Learning from Multiway Data: Simple and Efficient Tensor Regression—0
Siamese Regression Networks with Efficient mid-level Feature Extraction for 3D Object Pose Estimation—0
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection—0
Kernel Bayesian Inference with Posterior Regularization—0
Minimalist Regression Network with Reinforced Gradients and Weighted Estimates: a Case Study on Parameters Estimation in Automated Welding—0
An Aggregate and Iterative Disaggregate Algorithm with Proven Optimality in Machine Learning—0
Algorithms for Generalized Cluster-wise Linear Regression—0
A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs—0
Automatic Generation of Probabilistic Programming from Time Series Data—0
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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