Crissman LoomisinOptunaVisualizing Hyperparameters in OptunaWhen you understand what hyperparameters (HPs) are, you may notice that there are many HPs in your code that you haven’t noticed before…5 min read·Jan 12, 2021--1--1
Crissman LoomisinOptunanerman: Named Entity Recognition System Built on AllenNLP and OptunaThis article is a translation of the Japanese blog post authored by Makoto Hiramatsu of Cookpad Inc.14 min read·Jan 6, 2021----
Crissman LoomisinApache MXNetUsing Optuna to Optimize Gluon HyperparametersTuning MXNet hyperparameters using Optuna4 min read·Dec 1, 2020--1--1
Crissman LoomisinPyTorchUsing Optuna to Optimize PyTorch Ignite HyperparametersAutomate the tuning of hyperparameters with PyTorch Ignite using Bayesian Optimisation in Optuna4 min read·Jun 25, 2020----
Crissman LoomisinOptunaUsing Optuna to Optimize MXNet HyperparametersAutomate the tuning of hyperparameters in MXNet using Bayesian Optimisation in Optuna4 min read·May 11, 2020--1--1
Crissman LoomisinOptunaUsing Optuna to Optimize XGBoost HyperparametersAutomate the tuning of hyperparameters in XGBoost using Bayesian Optimisation4 min read·Apr 27, 2020--3--3
Crissman LoomisinPyTorchUsing Optuna to Optimize PyTorch HyperparametersAutomate the tuning of hyperparameters in PyTorch using Bayesian Optimisation in Optuna4 min read·Apr 20, 2020--1--1
Crissman LoomisinOptunaUsing Optuna to Optimize TensorFlow HyperparametersAutomate the tuning of hyperparameters in TensorFlow using Bayesian Optimisation in Optuna4 min read·Apr 13, 2020----
Crissman LoomisinOptunaUsing Optuna to Optimize PyTorch Lightning HyperparametersAutomate the tuning of hyperparameters in PyTorch Lightning using Bayesian Optimisation in Optuna4 min read·Apr 6, 2020----
Crissman LoomisCNNs are broken--how to fix themNext steps to make CNNs robust to noise, adversarial attacks, and generalizable to different art styles.7 min read·May 13, 2019----