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Published Date

Tool

DiskANN

This release contains the code for the DiskANN algorithm that enables scalable and efficient ANNS indices. DiskANN uses primarily uses an SSD-based index to scale to an order of magnitude more points compared to in-memory…

GitHub Publication

Video

Forest Sound Scene Simulation and Bird Localization with Distributed Microphone Arrays

August 11, 2020 | Shoken Kaneko

Audio-based wildlife monitoring is an important method for studying animal habitations and for the conservation of animal species and ecosystems. In this work, we have developed a highly efficient and scalable forest acoustics simulation algorithm,…

1:05:10

Publication

Federated Transfer Learning with Dynamic Gradient Aggregation

Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez

August 2020

Project

Microsoft Research Blog

ICML 2020 highlights: A Transformer-based RL agent, causal ML for increased privacy, and more

August 4, 2020

With over 50 papers from Microsoft accepted at this year’s International Conference on Machine Learning (ICML 2020) (opens in new tab), a number of which were presented in virtual workshops, Microsoft researchers are in full…