HyperNetwork Learning via Normalized Parametrizations
Jose Javier Gonzalez Ortiz, Adrian Dalca, John Guttag Under Submission.Amortized Learning of Flexible Feature Scaling for Efficient Segmentation Models
Jose Javier Gonzalez Ortiz, John Guttag, Adrian Dalca Under Submission.Trade-offs of Local SGD at Scale: An Empirical Study
Jose Javier Gonzalez Ortiz, Jonathan Frankle, Mike Rabbat, Ari Morcos, Nicollas Ballas NeurIPS 2020 OptML Workshop. [paper] [code] [poster]What is the State of Neural Network Pruning?
Jose Javier Gonzalez Ortiz*, Davis Blalock*, Jonathan Frankle, John Guttag Third Conference on Machine Learning and Systems (MLSys 2020), Oral. [paper] [code] [slides] [poster]Standardizing Evaluation of Neural Network Pruning
Jose Javier Gonzalez Ortiz, Davis Blalock, John Guttag SOSP 2019 AI System Workshop, Oral. [paper] [code] [slides] [poster]Learning from Few Subjects with Large Amounts of Voice Monitoring Data
Jose Javier Gonzalez Ortiz, Daryush Mehta, Jarrad Van Stan, Robert Hillman, John Guttag, Marzyeh Ghassemi Machine Learning for Healthcare 2019. [paper] [slides] [poster]Image Segmentation of Liver Stage Malaria Infection
Ava Soleimany, Harini Suresh, Jose Javier Gonzalez Ortiz, Divya Shanmugam, Nil Gural, John Guttag, Sangeeta Bhatia ICML 2019 Workshop on Computational Biology. [paper]Heart Sound Classification based on Temporal Alignment Techniques
Jose Javier Gonzalez, Cheng Perng Phoo, Jenna Wiens Computing in Cardiology 2016. [paper] [poster]A Simple Power Attack in the TwoFish Key Schedule
Jose Javier Gonzalez Ortiz, Kevin J. Compton Bachelor Thesis 2016. arXiv. [paper] [code] [slides]Qualcomm Innovation Fellowship 2018
la Caixa Foundation Fellowship 2018
Undergraduate Excellence Award - U.P.Comillas ICAI 2016
Excellence Scholarship for County of Madrid 2012-2016
International Mathematics Competition 2013, Bronze Medal
- The Missing Semester of Your CS Education
- A featureful sandbox library for PyTorch and experiment handling
- A lecture series on programmer tools taught at MIT IAP 2019
- AI driven signature sculpture at Kendall Square
- Intro crash course on Deep Learning techniques
- Curated list of Dark theme modes for apps and websites
- Designed, built and coded a 3D LED cube, it has 3D Snake
- Python library for fast and parallel computation of Dynamic Time Warping
- Personal configuration files