hyperparameter optimization

Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression NeurIPS 2021 ChaCha for Online AutoML ICML 2021 Composite Adversarial Attacks AAAI 2021 Convergence Properties of Stochastic Hypergradients AISTATS 2021 cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE EMNLP 2021 Deciphering and Optimizing Multi-Task Learning: a Random Matrix Approach ICLR 2021 DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization IJCAI 2021 Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers ICML 2021 Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing EMNLP 2021 Dual Active Learning for Both Model and Data Selection IJCAI 2021 DuluthNLP at SemEval-2021 Task 7: Fine-Tuning RoBERTa Model for Humor Detection and Offense Rating SemEval 2021 ECONOMIC HYPERPARAMETER OPTIMIZATION WITH BLENDED SEARCH STRATEGY ICLR 2021 Effective Meta-Regularization by Kernelized Proximal Regularization NeurIPS 2021 EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization NeurIPS 2021 Expected Validation Performance and Estimation of a Random Variable’s Maximum EMNLP 2021 Explaining Hyperparameter Optimization via Partial Dependence Plots NeurIPS 2021 FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining CVPR 2021 Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing NeurIPS 2021 Few-Shot Bayesian Optimization with Deep Kernel Surrogates ICLR 2021 Frugal Optimization for Cost-related Hyperparameters AAAI 2021 Generalization Guarantees for Neural Architecture Search with Train-Validation Split ICML 2021 Gradient-based Hyperparameter Optimization Over Long Horizons NeurIPS 2021 Hyperparameter Optimization via Sequential Uniform Designs JMLR 2021 Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021 Improved Penalty Method via Doubly Stochastic Gradients for Bilevel Hyperparameter Optimization AAAI 2021