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Santiago Gonzalez
Santiago Gonzalez
Computer Science PhD from UT Austin
Verified email at utexas.edu - Homepage
Title
Cited by
Cited by
Year
Improved training speed, accuracy, and data utilization through loss function optimization
S Gonzalez, R Miikkulainen
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020
882020
Effective reinforcement learning through evolutionary surrogate-assisted prescription
O Francon, S Gonzalez, B Hodjat, E Meyerson, R Miikkulainen, X Qiu, ...
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 814-822, 2020
192020
Evolving Loss Functions With Multivariate Taylor Polynomial Parameterizations
S Gonzalez, R Miikkulainen
arXiv preprint arXiv:2002.00059, 2020
82020
Faster Training by Selecting Samples Using Embeddings
S Gonzalez, J Landgraf, R Miikkulainen
2019 International Joint Conference on Neural Networks, 2018
82018
Challenges in developing intelligent geosystems (and the pros/cons of interdisciplinary research)
T Camp, MJ Rubin, S Gonzalez
2015 International Conference on Computing, Networking and Communications …, 2015
72015
The Sticking Heartbeat Aperture Resynchronization Protocol
S Gonzalez, T Camp, K Jaffres-Runser
2017 26th International Conference on Computer Communication and Networks …, 2017
62017
Effective Regularization Through Loss-Function Metalearning
S Gonzalez, R Miikkulainen
arXiv preprint arXiv:2010.00788, 2020
52020
Improving Time Synchronization Protocols in Wireless Sensor Networks
S Gonzalez
Colorado School of Mines, 2015
52015
Population-Based Training for Loss Function Optimization
J Liang, S Gonzalez, R Miikkulainen
arXiv preprint arXiv:2002.04225, 2020
32020
Evolving GAN Formulations for Higher Quality Image Synthesis
S Gonzalez, M Kant, R Miikkulainen
arXiv preprint arXiv:2102.08578, 2021
22021
CC-Log: Drastically Reducing Storage Requirements for Robots Using Classification and Compression
S Gonzalez, V Chidambaram, J Sinapov, P Stone
9th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 17), 2017
2017
Improved Program Synthesis Through the Use of Packages
S Gonzalez, A Solar-Lezama
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Articles 1–12