ABSTRACT: This talk will give an introduction to what the Computer Vision research is focused on in Facebook AI organization. Facebook AI has close to 500 [...]
This session will help prepare first year students to find summer internships or research. We will go over techniques for interviewing, programs specific to freshmen, [...]
ABSTRACT: Enterprise, data are relational, and are stored in a myriad of different relational database managment systems. This makes sense: the relational data model has proved [...]
ABSTRACT: The trend towards generating and analyzing ever increasing data is leading to changes in the computing paradigm. Traditional compute centric model, where data is moved [...]
ABSTRACT: Facebook's strength in AI innovation comes from its ability to quickly bring cutting-edge research into large scale production using a multi-faceted toolset. PyTorch provides flexible [...]
ABSTRACT: This talk focuses on a novel fruitful synergy between machine learning and optimization --- in particular, how ML techniques can improve the design of algorithms for Discrete Optimization, both [...]
ABSTRACT: The ongoing explosion of spatiotemporal tracking data has now made it possible to analyze and model fine-grained behaviors in a wide range of domains. For [...]
ABSTRACT: The Stellar System is the first blockchain to incorporate permissionless membership with traditional quorum-based permissioned algorithms. This is achieved by the innovative introduction of local [...]
ABSTRACT: The formidable growth of the cyber-threat landscape today is accompanied by an imperative need for providing high-assurance software solutions. In the last decade, binary hardening [...]