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Santiago Gonzalez
Ph.D. Alumni
Santiago Gonzalez was a PhD student interested in the intersection of evolution and metalearning who graduated from UT Austin in December 2020. Before coming to UT Austin, Gonzalez got a BS and an MS in Computer Science from the Colorado School of Mines.
Homepage:
slgonzalez.com
Publications
Evolving GAN Formulations for Higher Quality Image Synthesis Santiago Gonzalez, Mohak Kant, and Risto Miikkulainen To Appear In R. Kozma, C. Alippi, Y. Choe, and F. C. Morabito, editors, Artificial Intelligence i... 2023
Regularized Evolutionary Population-Based Training Jason Liang, Santiago Gonzalez, Hormoz Shahrzad, and Risto Miikkulainen In Proceedings of the Genetic and Evolutionary Computation Conference, 323-331, 2021. 2021
Optimizing Loss Functions Through Multivariate Taylor Polynomial Parameterization Santiago Gonzalez and Risto Miikkulainen In Proceedings of the Genetic and Evolutionary Computation Conference, 305-313, 2021. 2021
Effective Regularization Through Loss-Function Metalearning Santiago Gonzalez and Risto Miikkulainen In arXiv:2010.00788, 2021. 2021
Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization Santiago Gonzalez and Risto Miikkulainen In Proceedings of the 2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, July 2020. 2020
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Horm... In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2020), 2020. 2020
Improving Deep Learning Through Loss-Function Evolution Santiago Gonzalez PhD Thesis, Department of Computer Science, The University of Texas at Austin, 2020. 2020
Faster Training by Selecting Samples Using Embeddings Santiago Gonzalez, Joshua Landgraf, and Risto Miikkulainen In Proceedings of the 2019 International Joint Conference on Neural Networks, 1-7, Budapest, ... 2019
Software/Data
SwiftCMA Download on GitHub

SwiftCMA is a pure-Swift implementation of Co...

2019
SwiftGenetics Download on GitHub

SwiftGenetics is a genetic algor... 		2019
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