hyperparameter optimization

Kernel Functional Optimisation NeurIPS 2021 Learning Data Augmentation With Online Bilevel Optimization for Image Classification WACV 2021 Meta-learning Hyperparameter Performance Prediction with Neural Processes ICML 2021 Meta-learning to Improve Pre-training NeurIPS 2021 MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements AAAI 2021 Mixed variable Bayesian optimization with frequency modulated kernels UAI 2021 mlr3pipelines - Flexible Machine Learning Pipelines in R JMLR 2021 NAS-Bench-x11 and the Power of Learning Curves NeurIPS 2021 NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters ACML 2021 NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models ICCV 2021 NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization CVPR 2021 Objective Bound Conditional Gaussian Process for Bayesian Optimization ICML 2021 OCTIS: Comparing and Optimizing Topic models is Simple! EACL 2021 On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning AISTATS 2021 Optimization Planning for 3D ConvNets ICML 2021 Provably Faster Algorithms for Bilevel Optimization NeurIPS 2021 PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings JMLR 2021 RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving ICCV 2021 Sample-Efficient Automated Deep Reinforcement Learning ICLR 2021 Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task ACL 2021 Scalable Marginal Likelihood Estimation for Model Selection in Deep Learning ICML 2021 Searching for Machine Learning Pipelines Using a Context-Free Grammar AAAI 2021 Stability and Generalization of Bilevel Programming in Hyperparameter Optimization NeurIPS 2021 Strength Through Diversity: Robust Behavior Learning via Mixture Policies CoRL 2021 Stronger NAS with Weaker Predictors NeurIPS 2021