SOTAVerified

Model Selection

Given a set of candidate models, the goal of Model Selection is to select the model that best approximates the observed data and captures its underlying regularities. Model Selection criteria are defined such that they strike a balance between the goodness of fit, and the generalizability or complexity of the models.

Source: Kernel-based Information Criterion

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 676–700 of 2050 papers

TitleStatusHype
DiffusionGPT: LLM-Driven Text-to-Image Generation System—0
Entropy-based Characterization of Modeling Constraints—0
Epidemic Dynamics via Wavelet Theory and Machine Learning, with Applications to Covid-19—0
Bayesian leave-one-out cross-validation for large data—0
Episodic memory for continual model learning—0
Selective machine learning of doubly robust functionals—0
Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT—0
ER2Score: LLM-based Explainable and Customizable Metric for Assessing Radiology Reports with Reward-Control Loss—0
Error Reduction from Stacked Regressions—0
Bayesian Learning with Wasserstein Barycenters—0
DiffGAN: A Test Generation Approach for Differential Testing of Deep Neural Networks—0
Adaptive Sequential Machine Learning—0
Estimating Optimal Policy Value in General Linear Contextual Bandits—0
Estimating Real Log Canonical Thresholds—0
Estimating Stable Fixed Points and Langevin Potentials for Financial Dynamics—0
Achieving Fairness with a Simple Ridge Penalty—0
Estimating the Number of Components in Panel Data Finite Mixture Regression Models with an Application to Production Function Heterogeneity—0
Estimation of Heterogeneous Treatment Effects Using a Conditional Moment Based Approach—0
Estimation of Local Average Treatment Effect by Data Combination—0
Estimation vs Metrics: is QE Useful for MT Model Selection?—0
Explainable Adaptive Tree-based Model Selection for Time Series Forecasting—0
Differentially Private Learning with Margin Guarantees—0
How have German University Tuition Fees Affected Enrollment Rates: Robust Model Selection and Design-based Inference in High-Dimensions—0
Evaluating Gender Bias in Large Language Models—0
Differentially Private Generalized Linear Models Revisited—0
Show:102550
← PrevPage 28 of 82Next →

No leaderboard results yet.