Santiago Gonzalez

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 14

Top Topics

Loss Minimization

Function Optimization

Top Venues

Publications

Santiago Gonzalez, Mohak Kant, Risto Miikkulainen
Evolving GAN Formulations for Higher Quality Image Synthesis. CoRR (2021)
Santiago Gonzalez, Risto Miikkulainen
Optimizing loss functions through multi-variate taylor polynomial parameterization. GECCO (2021)
Jason Zhu Liang, Santiago Gonzalez, Hormoz Shahrzad, Risto Miikkulainen
Regularized evolutionary population-based training. GECCO (2021)
Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Hormoz Shahrzad
Effective reinforcement learning through evolutionary surrogate-assisted prescription. GECCO (2020)
Moritz Gerstung, Clemency Jolly, Ignaty Leshchiner, Stefan C. Dentro, Santiago Gonzalez, Thomas J. Mitchell, Yulia Rubanova, Pavana Anur, Kaixian Yu, Maxime Tarabichi, Amit G. Deshwar, Jeff Wintersinger, Kortine Kleinheinz, Ignacio Vázquez-García, Kerstin Haase, Lara Jerman, Subhajit Sengupta, Geoff MacIntyre, Salem Malikic, Nilgun Donmez, Dimitri G. Livitz, Marek Cmero, Jonas Demeulemeester, Steven E. Schumacher, Yu Fan, Xiaotong Yao, Juhee Lee, Matthias Schlesner, Paul C. Boutros, David D. L. Bowtell, Hongtu Zhu, Gad Getz, Marcin Imielinski, Rameen Beroukhim, Süleyman Cenk Sahinalp, Yuan Ji, Martin Peifer, Florian Markowetz, Ville Mustonen, Ke Yuan, Wenyi Wang, Quaid D. Morris, David J. Adams, Peter J. Campbell, Shaolong Cao, Elizabeth L. Christie, Yupeng Cun, Kevin J. Dawson, Ruben M. Drews, Roland Eils, Matthew Fittall, Dale W. Garsed, Gavin Ha, Henry Lee-Six, Iñigo Martincorena, Layla Oesper, Myron Peto, Benjamin J. Raphael, Daniel T. Rosebrock, Adriana Salcedo, Ruian Shi, Seung Jun Shin, Oliver Spiro, Lincoln D. Stein, Shankar Vembu, David A. Wheeler, Tsun-Po Yang, Paul T. Spellman, David C. Wedge, Peter Van Loo
The evolutionary history of 2,658 cancers. Nat. 578 (7793) (2020)
Jason Zhi Liang, Santiago Gonzalez, Risto Miikkulainen
Population-Based Training for Loss Function Optimization. CoRR (2020)
Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Hormoz Shahrzad
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription. CoRR (2020)
Santiago Gonzalez, Risto Miikkulainen
Evolving Loss Functions with Multivariate Taylor Polynomial Parameterizations. CoRR (2020)
Santiago Gonzalez, Risto Miikkulainen
Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization. CEC (2020)
Santiago Gonzalez, Risto Miikkulainen
Effective Regularization Through Loss-Function Metalearning. CoRR (2020)
Santiago Gonzalez, Risto Miikkulainen
Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization. CoRR (2019)
Santiago Gonzalez, Joshua Landgraf, Risto Miikkulainen
Faster Training by Selecting Samples Using Embeddings. IJCNN (2019)
Santiago Gonzalez, Vijay Chidambaram, Jivko Sinapov, Peter Stone
CC-Log: Drastically Reducing Storage Requirements for Robots Using Classification and Compression. HotStorage (2017)
Santiago Gonzalez, Tracy Camp, Katia Jaffrès-Runser
The Sticking Heartbeat Aperture Resynchronization Protocol. ICCCN (2017)
Tracy Camp, Marc J. Rubin, Santiago Gonzalez
Challenges in developing intelligent geosystems (and the pros/cons of interdisciplinary research). ICNC (2015)