Facebook Optimizing RTC bandwidth estimation with machine studying Mar 21, 2024 Bandwidth estimation (BWE) and congestion control play an important role in delivering high-quality real-time… Read More...
Facebook Bettering machine studying iteration velocity with sooner utility construct and packaging Jan 29, 2024 Slow build times and inefficiencies in packaging and distributing execution files were costing our ML/AI engineers… Read More...
Facebook Lazy is the brand new quick: How Lazy Imports and Cinder speed up machine studying at Meta Jan 18, 2024 At Meta, the quest for faster model training has yielded an exciting milestone: the adoption of Lazy Imports and… Read More...
Facebook Bettering Instagram notification administration with machine studying and causal inference Oct 31, 2022 We're sharing how Meta is applying statistics and machine learning (ML) to improve notification personalization and… Read More...
Regulation ‘Fame launderers,’ disinformation campaigns hinder sanctions and monetary crime… Jun 15, 2022 "Reputation launderers," particularly public relations and law firms, and their role in promulgating disinformation… Read More...
Facebook Making use of federated studying to guard knowledge on cellular units Jun 14, 2022 What the research is: Federated learning with differential privacy (FL-DP) is one of the latest privacy-enhancing… Read More...
Facebook Enhancing experiment precision with machine studying Dec 10, 2021 The challenge of noise in experiments Experimentation is a central part of data-driven product development, but in… Read More...
Facebook Fb Fellow Highlight: Striving for provable ensures within the theoretical foundations of machine… Aug 12, 2021 Every year, PhD students from around the world apply for the Facebook Fellowship, a program to promote and support… Read More...
Facebook CrypTen — Safe machine studying with PyTorch Jul 19, 2021 This method of encryption and data security is required for ML researchers who work with data that needs to be kept… Read More...
Tiktok Quizlet and TikTok Companion on New Integration Enabling Creators to Construct Partaking,… Jan 27, 2021 "At Quizlet, we focus on creating effective learning tools. As part of our innovation process, we always remember to… Read More...