Two neural-network-based models are currently being evaluated in internal and public-facing applications.Read More
2019 Q2/Q3 AWS Machine Learning Research Awards recipients announced
The AWS Machine Learning Research Awards (MLRA) is pleased to announce the 13 recipients for the 2019 Q2/Q3 call-for-proposal cycle.Read More
Get hands on with “a significant and fundamental advance” in AI
AWS DeepComposer is now available for preview. Learn more about the science behind the musical keyboard designed to expand your machine learning skills.Read More
Amazon EBS addresses the challenge of the CAP Theorem at scale
Optimizing placement of configuration data ensures that it’s available and consistent during “network partitions”.Read More
Building a Backtesting Service to Measure Model Performance at Uber-scale
With operations in over 700 cities worldwide and gross bookings of over $16 billion in Q3 2019 alone, Uber leverages forecast models to ensure accurate financial planning and budget management. These models, derived from data science practices and platformed for …
The post Building a Backtesting Service to Measure Model Performance at Uber-scale appeared first on Uber Engineering Blog.
Cryptographic computing can accelerate the adoption of cloud computing
Amazon Scholar Joan Feigenbaum talks about two cryptographic techniques that are being used to address cloud-computing privacy concerns and accelerate enterprise cloud adoption.Read More
A new model and dataset for long-range memory
This blog introduces a new long-range memory model, the Compressive Transformer, alongside a new benchmark for book-level language modelling, PG19. We provide the conceptual tools needed to understand this new research in the context of recent developments in memory models and language modelling.Read More
Amazon brings new machine learning, conversational-AI methods to AAAI
Papers investigate dialogue, question-answering, self-learning, and more.Read More
Amazon brings new machine learning, conversational-AI methods to AAAI
Papers investigate dialogue, question-answering, self-learning, and more.Read More
Amazon re:MARS 2020 update
We have been closely monitoring the situation with COVID-19, and after much consideration, we have made the decision to cancel re:MARS 2020.Read More