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regression

Papers

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Showing 6901–6950 of 9424 papers

TitleStatusHype
OGBoost: A Python Package for Ordinal Gradient Boosting—0
OLR-WA Online Regression with Weighted Average—0
OMG - Emotion Challenge Solution—0
Omnipredictors for Regression and the Approximate Rank of Convex Functions—0
On 3D Face Reconstruction via Cascaded Regression in Shape Space—0
On Acceleration of Gradient-Based Empirical Risk Minimization using Local Polynomial Regression—0
On Unified Adaptive Portfolio Management—0
On Agnostic PAC Learning using L_2-polynomial Regression and Fourier-based Algorithms—0
On approximating dropout noise injection—0
On Automating Video Game Regression Testing by Planning and Learning—0
On b-bit min-wise hashing for large-scale regression and classification with sparse data—0
On boundary conditions parametrized by analytic functions—0
On Causal Discovery with Cyclic Additive Noise Models—0
Once-Training-All-Fine: No-Reference Point Cloud Quality Assessment via Domain-relevance Degradation Description—0
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models—0
On Consistency of Signature Using Lasso—0
On Coresets for Logistic Regression—0
On Cross-validation for Sparse Reduced Rank Regression—0
On-device Self-supervised Learning of Visual Perception Tasks aboard Hardware-limited Nano-quadrotors—0
One-Bit Quantization and Sparsification for Multiclass Linear Classification with Strong Regularization—0
One-Class Kernel Spectral Regression—0
One-inflated zero-truncated Poisson and negative binomial regression models—0
One Millisecond Face Alignment with an Ensemble of Regression Trees—0
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models—0
One-shot Distributed Ridge Regression in High Dimensions—0
One-step smoothing splines instrumental regression—0
One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention—0
One-step regression and classification with crosspoint resistive memory arrays—0
On Estimation and Inference of Large Approximate Dynamic Factor Models via the Principal Component Analysis—0
On estimating Armington elasticities for Japan's meat imports—0
On Expected Accuracy—0
On Extrapolation of Treatment Effects in Multiple-Cutoff Regression Discontinuity Designs—0
On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About Its Nonsmooth Loss Function—0
On Faster Convergence of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization—0
On Feature Diversity in Energy-based Models—0
On free energy barriers in Gaussian priors and failure of cold start MCMC for high-dimensional unimodal distributions—0
On Generalization of Adaptive Methods for Over-parameterized Linear Regression—0
On gradient descent training under data augmentation with on-line noisy copies—0
On High dimensional Poisson models with measurement error: hypothesis testing for nonlinear nonconvex optimization—0
On indirect assessment of heart rate in video—0
On Iterative Hard Thresholding Methods for High-dimensional M-Estimation—0
On kernel methods for covariates that are rankings—0
On Kernel Regression with Data-Dependent Kernels—0
On LASSO for High Dimensional Predictive Regression—0
On LASSO for Predictive Regression—0
On Learnability under General Stochastic Processes—0
On Learning Continuous Pairwise Markov Random Fields—0
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows—0
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed Errors—0
Online Active Learning for Soft Sensor Development using Semi-Supervised Autoencoders—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