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regression

Papers

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Showing 5701–5750 of 9424 papers

TitleStatusHype
Inferring Change Points in High-Dimensional Regression via Approximate Message Passing—0
Inferring Interpretable Models of Fragmentation Functions using Symbolic Regression—0
Inferring Outcome Means of Exponential Family Distributions Estimated by Deep Neural Networks—0
Inferring the Structure of Ordinary Differential Equations—0
Infinitely imbalanced binomial regression and deformed exponential families—0
Infinite Mixtures of Multivariate Gaussian Processes—0
Inflation Target at Risk: A Time-varying Parameter Distributional Regression—0
Influence of different factors on survival of patients with colorectal cancer—0
Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality—0
Information Fusion via Symbolic Regression: A Tutorial in the Context of Human Health—0
Information-theoretical label embeddings for large-scale image classification—0
Information Theoretic Limits for Linear Prediction with Graph-Structured Sparsity—0
Information-theoretic limits of Bayesian network structure learning—0
Information-theoretic lower bounds for distributed statistical estimation with communication constraints—0
Informative Planning for Worst-Case Error Minimisation in Sparse Gaussian Process Regression—0
INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis—0
Initialization matters: Orthogonal Predictive State Recurrent Neural Networks—0
Inject Machine Learning into Significance Test for Misspecified Linear Models—0
Innovations in Agricultural Forecasting: A Multivariate Regression Study on Global Crop Yield Prediction—0
Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach—0
Inside the black box: Neural network-based real-time prediction of US recessions—0
Insights on Evaluation of Camera Re-localization Using Relative Pose Regression—0
In situ process quality monitoring and defect detection for direct metal laser melting—0
Instance-Level Future Motion Estimation in a Single Image Based on Ordinal Regression—0
Instrumental variable estimation of the proportional hazards model by presmoothing—0
Instrumental variable quantile regression under random right censoring—0
Insurance valuation: A two-step generalised regression approach—0
Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis—0
Integrated Brier Score based Survival Cobra -- A regression based approach—0
Integrated Pre-Processing for Bayesian Nonlinear System Identification with Gaussian Processes—0
Integrated Subset Selection and Bandwidth Estimation Algorithm for Geographically Weighted Regression—0
Integrating Fuzzy Logic into Deep Symbolic Regression—0
Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression—0
Integrating Pharmacokinetics and Pharmacodynamics Modeling with Quantum Regression for Predicting Herbal Compound Toxicity—0
Integrating prediction in mean-variance portfolio optimization—0
Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation—0
Integrating the Expected Future in Load Forecasts with Contextually Enhanced Transformer Models—0
Integration of Feature Selection Techniques using a Sleep Quality Dataset for Comparing Regression Algorithms—0
Intelligent System for Assessing University Student Personality Development and Career Readiness—0
Interaction Decompositions for Tensor Network Regression—0
Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space—0
Interaction pursuit in high-dimensional multi-response regression via distance correlation—0
Interactive Prior Elicitation of Feature Similarities for Small Sample Size Prediction—0
Interpolated Discretized Embedding of Single Vectors and Vector Pairs for Classification, Metric Learning and Distance Approximation—0
Interpolating Discriminant Functions in High-Dimensional Gaussian Latent Mixtures—0
Interpolation of numerical series by the Fermat-Torricelli point construction method on the example of the numerical series of inflation in the Czech Republic in 2011-2021—0
Interpolation pour l'augmentation de donnees : Application à la gestion des adventices de la canne a sucre a la Reunion—0
Interpolating Predictors in High-Dimensional Factor Regression—0
Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set—0
Interpretable deep learning regression for breast density estimation on MRI—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