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Pioneering advancements in AI and Systems

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Rethinking trust in direct messages in the AI era - blog hero showing a flowchart diagram
Microsoft Research ブログ

| Kim Laine, Shrey Jain, Betül Durak, Radames Cruz Moreno, と Robert Sim

Microsoft researchers are proposing a ne…

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Microsoft Research ブログ

| Rujia Wang, Chetan Bansal, Supriyo GHOSH, Tom Zimmermann, Xuchao Zhang, と Saravan Rajmohan

This research was accepted by the IEEE/A…

This diagram shows a payload exchange between a server, inside Worker 0, and clients that live inside Workers 2 and 3. First, the server pushes the central ML model plus the clients’ data to Workers 2 and 3. Then, each client trains the model with their local data. Finally, the clients send the pseudo-gradients of this new model back to the server for aggregation and the creation of a new global model.
Microsoft Research ブログ

| Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Eduardo Madrigal Diaz, Andre Manoel, と Robert Sim

Federated learning has become a major ar…

Graphic shows framework of Privacy Preserving Machine Learning
Microsoft Research ブログ

| Victor Ruehle, Robert Sim, Sergey Yekhanin, Nishanth Chandran, Melissa Chase, Daniel Jones, Kim Laine, Boris Köpf, Jaime Teevan, Jim Kleewein, と Saravan Rajmohan

Machine learning (ML) offers tremendous …