model selection

On Model Selection Consistency of Lasso for High-Dimensional Ising Models AISTATS 2023 On the bias of K-fold cross validation with stable learners AISTATS 2023 Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework NeurIPS 2023 Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark NeurIPS 2023 Rethinking Model Selection and Decoding for Keyphrase Generation with Pre-trained Sequence-to-Sequence Models EMNLP 2023 Revisiting Bellman Errors for Offline Model Selection ICML 2023 Revisiting minimum description length complexity in overparameterized models JMLR 2023 SIMPLE: Specialized Model-Sample Matching for Domain Generalization ICLR 2023 Synthetic data for model selection ICML 2023 The Lauritzen-Chen Likelihood For Graphical Models AISTATS 2023 The OPUS-MT Dashboard – A Toolkit for a Systematic Evaluation of Open Machine Translation Models ACL 2023 Towards Inference Efficient Deep Ensemble Learning AAAI 2023 Towards Optimal Caching and Model Selection for Large Model Inference NeurIPS 2023 Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes ICML 2023 Where to start? Analyzing the potential value of intermediate models EMNLP 2023 abess: A Fast Best-Subset Selection Library in Python and R JMLR 2022 Adversarial Branch Architecture Search for Unsupervised Domain Adaptation WACV 2022 Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift NeurIPS 2022 A Model Selection Approach for Corruption Robust Reinforcement Learning ALT 2022 An Evaluative Measure of Clustering Methods Incorporating Hyperparameter Sensitivity AAAI 2022 A Statistical Approach for Optimal Topic Model Identification JMLR 2022 AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control NeurIPS 2022 Bayesian Model Selection, the Marginal Likelihood, and Generalization ICML 2022 Best of Both Worlds Model Selection NeurIPS 2022 Differentially Private Generalized Linear Models Revisited NeurIPS 2022