Novel embedding scheme enables a 7% to 33% improvement over its best-performing predecessors in handling graph queries.Read More
Michael Bronstein aims to unite the deep learning community
The ARA recipient is pioneering geometric deep learning, an approach that not only promises breakthroughs, but also a way to unify the machine learning “zoo”.Read More
Improving explainable AI’s explanations
Causal analysis improves both the classification accuracy and the relevance of the concepts identified by popular concept-based explanatory models.Read More
3 questions with Michael Kearns: Designing socially aware algorithms and models
Kearns is a featured speaker at the first virtual Amazon Web Services Machine Learning Summit on June 2.Read More
How Endel’s AI-powered Focus soundscapes earned the backing of neuroscience
A new study has found that when compared to curated playlists and silence, personalized AI soundscapes generated by Alexa Fund company Endel are more effective in helping people focus.Read More
How Muthoni Ngatia’s childhood in Kenya led her to a career in economics
The Amazon economist says lessons from her mother taught her a lot about how the world works, and why economics plays such a vital role.Read More
Amazon helps launch workshop on synthetic data generation
Workshop at ICLR 2021 unites communities investigating synthetic data generation to improve machine learning and protect privacy.Read More
Caltech names eight AI4Science fellows supported by Amazon
Amazon is collaborating with Caltech to support research, education, and outreach programs that help build bridges between AI and other areas of science and engineering.Read More
ICLR: What representation learning means in the data center
Amazon Scholar Aravind Srinivasan on the importance of machine learning for real-time and offline resource management.Read More
Two Amazon Scholars elected to prestigious science organizations
Yale economics professor Dirk Bergemann elected to American Academy of Arts & Sciences; University of Pennsylvania computer science professor Michael Kearns elected to National Academy of Sciences.Read More