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regression

Papers

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Showing 6251–6300 of 9424 papers

TitleStatusHype
Alternative Function Approximation Parameterizations for Solving Games: An Analysis of f-Regression Counterfactual Regret Minimization—0
Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss FunctionsCode0
Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression—0
Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning—0
Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models—0
ASTRA: High Throughput 3PC over Rings with Application to Secure Prediction—0
Real-time 2019 Portuguese Parliament Election Results DatasetCode0
High Dimensional Latent Panel Quantile Regression with an Application to Asset Pricing—0
Regression with Uncertainty Quantification in Large Scale Complex Data—0
SAIS: Single-stage Anchor-free Instance Segmentation—0
A Hidden Variables Approach to Multilabel Logistic Regression—0
Factor Analysis on Citation, Using a Combined Latent and Logistic Regression Model—0
Mixture Dense Regression for Object Detection and Human Pose EstimationCode0
Neural Predictor for Neural Architecture SearchCode0
First order expansion of convex regularized estimators—0
Partitioning Structure Learning for Segmented Linear Regression TreesCode0
A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression—0
Graph-Based Semi-Supervised Learning with Non-ignorable Non-responseCode0
Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor RegressionCode0
Sparse High-Dimensional Isotonic Regression—0
Globally Optimal Learning for Structured Elliptical LossesCode0
A First-Order Algorithmic Framework for Distributionally Robust Logistic RegressionCode0
VIABLE: Fast Adaptation via Backpropagating Learned Loss—0
Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches—0
Sparse and Low-Rank High-Order Tensor Regression via Parallel Proximal Method—0
Fast and Scalable Estimator for Sparse and Unit-Rank Higher-Order Regression Models—0
Qini-based Uplift Regression—0
DDNet: Dual-path Decoder Network for Occlusion Relationship Reasoning—0
Recursive Prediction of Graph Signals with Incoming Nodes—0
Decoupling Features and Coordinates for Few-shot RGB Relocalization—0
WSOD with PSNet and Box Regression—0
High Dimensional M-Estimation with Missing Outcomes: A Semi-Parametric Framework—0
Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees—0
Cumulative Sum Ranking—0
Projective Quadratic Regression for Online Learning—0
Transaction Confirmation Time Prediction in Ethereum Blockchain Using Machine Learning—0
Causally Denoise Word Embeddings Using Half-Sibling RegressionCode0
Actively Learning Gaussian Process DynamicsCode0
Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis—0
Parallel Distributed Logistic Regression for Vertical Federated Learning without Third-Party Coordinator—0
JANOS: An Integrated Predictive and Prescriptive Modeling Framework—0
Hybrid quantile estimation for asymmetric power GARCH models—0
Random Machines: A bagged-weighted support vector model with free kernel choiceCode0
Estimation of the yield curve for Costa Rica using combinatorial optimization metaheuristics applied to nonlinear regression—0
Robust Inference on Infinite and Growing Dimensional Time Series Regression—0
On Universal Features for High-Dimensional Learning and Inference—0
Learning Modulated Loss for Rotated Object DetectionCode0
Solar Event Tracking with Deep Regression Networks: A Proof of Concept EvaluationCode0
Learning to Predict More Accurate Text Instances for Scene Text Detection—0
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural NetworksCode0
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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