| 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 | 92 | 2020 |
| 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 | 20 | 2020 |
| Evolving Loss Functions With Multivariate Taylor Polynomial Parameterizations S Gonzalez, R Miikkulainen arXiv preprint arXiv:2002.00059, 2020 | 8 | 2020 |
| Faster Training by Selecting Samples Using Embeddings S Gonzalez, J Landgraf, R Miikkulainen 2019 International Joint Conference on Neural Networks, 2018 | 8 | 2018 |
| 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 | 7 | 2015 |
| Effective Regularization Through Loss-Function Metalearning S Gonzalez, R Miikkulainen arXiv preprint arXiv:2010.00788, 2020 | 6 | 2020 |
| The Sticking Heartbeat Aperture Resynchronization Protocol S Gonzalez, T Camp, K Jaffres-Runser 2017 26th International Conference on Computer Communication and Networks …, 2017 | 6 | 2017 |
| Improving Time Synchronization Protocols in Wireless Sensor Networks S Gonzalez Colorado School of Mines, 2015 | 5 | 2015 |
| Population-Based Training for Loss Function Optimization J Liang, S Gonzalez, R Miikkulainen arXiv preprint arXiv:2002.04225, 2020 | 3 | 2020 |
| Evolving GAN Formulations for Higher Quality Image Synthesis S Gonzalez, M Kant, R Miikkulainen arXiv preprint arXiv:2102.08578, 2021 | 2 | 2021 |
| 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 | | |
Risto MiikkulainenProfessor of Computer Science, the University of Texas at AustinVerified email at cs.utexas.edu
