Software platform for high-fidelity-data-based artificial neural network modeling and process optimization in chemical engineering

Adaptive Subgradient Methods for Online Learning and Stochastic Optimization

John C. Duchi, Elad Hazan, Yoram Singer · 2010 · 8.6K citations

Computing, Computer Science, Algorithms +15

Incorporating Nesterov Momentum into Adam

Timothy Dozat · 2016 · 1.3K citations

Computing, Evolutionary Biology, Celestial Mechanics +4

Modeling wine preferences by data mining from physicochemical properties

Paulo Cortez, A. L. Cerdeira, Fernando Almeida et al. · Decision Support Systems · 2009 · 1.3K citations · Full text

Agriculture, Data Science, Food Science +13

Activation Functions: Comparison of trends in Practice and Research for Deep Learning

Chigozie Nwankpa, Winifred Ijomah, Anthony Gachagan et al. · arXiv (Cornell University) · 2018 · 1.2K citations · Full text

Computing, Computer Engineering, Computer Science +8

Hyperopt: a Python library for model selection and hyperparameter optimization

James Bergstra, Brent Komer, Chris Eliasmith et al. · Computational Science & Discovery · 2015 · 1K citations · Full text

Computing, Computer Science, Algorithms +15