Facebook: Systems for Machine Learning

Facebook is particularly interested in these:
*Scalable, elastic, and reliable distributed machine learning and inference,
*System and architecture support for personalized recommendation systems,
*Programming language and compilers for platform-agnostic machine learning,
*Resource provisioning for efficient inference/training in heterogeneous data centers, On-device training and inference,
*System and architecture support for privacy-preserving machine learning;
*System support for multi-party compute and private/secure inference;
*Emerging technologies, such as near-memory processing and in-memory computing systems applied to machine learning;
*Novel machine learning systems beyond neural networks;
*Emerging technologies for efficient machine learning.

Funding: $50K-$100K. (Please contact Research Authority - Non-profit, 5% overhead)

https://research.fb.com/programs/research-awards/proposals/systems-for-machine-learning-request-for-proposals/