model selection

Differentially Private Learning with Margin Guarantees NeurIPS 2022 Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression AISTATS 2022 Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference NAACL 2022 Exploring the Whole Rashomon Set of Sparse Decision Trees NeurIPS 2022 Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022 Feature selection using e-values ICML 2022 Highly Efficient Structural Learning of Sparse Staged Trees PGM 2022 Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution NeurIPS 2022 ILDAE: Instance-Level Difficulty Analysis of Evaluation Data ACL 2022 Joint Continuous and Discrete Model Selection via Submodularity JMLR 2022 Latent Time Neural Ordinary Differential Equations AAAI 2022 Model Averaging Is Asymptotically Better Than Model Selection For Prediction JMLR 2022 Model Selection in Batch Policy Optimization ICML 2022 More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming JMLR 2022 MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022 Near Instance Optimal Model Selection for Pure Exploration Linear Bandits AISTATS 2022 On the Uncomputability of Partition Functions in Energy-Based Sequence Models ICLR 2022 Oracle Inequalities for Model Selection in Offline Reinforcement Learning NeurIPS 2022 Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation NeurIPS 2022 Pareto Optimal Model Selection in Linear Bandits AISTATS 2022 Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL 2022 Propagation Regularizer for Semi-Supervised Learning With Extremely Scarce Labeled Samples CVPR 2022 Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs JMLR 2022 Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems NeurIPS 2022 Rashomon Capacity: A Metric for Predictive Multiplicity in Classification NeurIPS 2022