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model selection

454 papers

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Also known as

FMS

Co-occurring keywords

transfer learning (5442) bayesian inference (1904) hyperparameter optimization (405) large language model (12755) kernel methods (1096) regret bound (1918) online learning (1770) support vector machine (976) feature selection (649) benchmark evaluation (1539)

Papers

AaltoNLP at SemEval-2022 Task 11: Ensembling Task-adaptive Pretrained Transformers for Multilingual Complex NER NAACL 2022
AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control NIPS 2022
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression AISTATS 2022
The Fragility of Multi-Treebank Parsing Evaluation COLING 2022
Joint Continuous and Discrete Model Selection via Submodularity JMLR 2022
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift NIPS 2022
More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming JMLR 2022
abess: A Fast Best-Subset Selection Library in Python and R JMLR 2022
Differentially Private Generalized Linear Models Revisited NIPS 2022
Propagation Regularizer for Semi-Supervised Learning With Extremely Scarce Labeled Samples CVPR 2022
Feature selection using e-values ICML 2022
Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments EMNLP 2022
Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs JMLR 2022
ILDAE: Instance-Level Difficulty Analysis of Evaluation Data ACL 2022
Rashomon Capacity: A Metric for Predictive Multiplicity in Classification NIPS 2022
Oracle Inequalities for Model Selection in Offline Reinforcement Learning NIPS 2022
MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022
Model Selection in Batch Policy Optimization ICML 2022
Sort by Structure: Language Model Ranking as Dependency Probing NAACL 2022
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search NIPS 2022
Model Linkage Selection for Cooperative Learning JMLR 2021
Dynamic Balancing for Model Selection in Bandits and RL ICML 2021
Automatic Unsupervised Outlier Model Selection NIPS 2021
Dual Active Learning for Both Model and Data Selection IJCAI 2021
Asymptotics of the Bootstrap via Stability with Applications to Inference with Model Selection NIPS 2021