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Machine Learning and Optimization

新闻与深度文章

A flowchart with three horizontal sections on a blue-to-green gradient background. The first section, labeled “Classification,” shows icons of a computer, an arrow pointing to a robot face, and another arrow pointing to a box labeled “TSP.” The second section, labeled “Inference,” displays a robot icon connected by arrows to two document icons, one of which includes a magnifying glass. The third section, labeled “Test-time scaling,” shows a document with a checkmark connected by an arrow to a circular refresh icon. Arrows indicate the flow between sections, starting from Classification to Inference and then to Test-time scaling.
微软研究院博客

| Xinzhi Zhang, Zeyi Chen, Humishka Hope, Hugo Barbalho, Konstantina Mellou, Marco Molinaro, Janardhan (Jana) Kulkarni, Ishai Menache, 和 Sirui Li

OptiMind is a small language model that …

Image that includes the blog title, ”Microsoft at ICALP 2023: Deploying cloud capacity robustly against power failures.” It also shows the ICALP 2023 logo, which is in Paderborn, Germany, and an image of the first page of the published paper. The background is a subtle abstract design.
微软研究院博客

| Konstantina Mellou, Marco Molinaro, 和 Rudy Zhou

Efficiency is vital in the face of escal…

Microsoft Research Focus 13 edition, week of April 10, 2023
微软研究院博客

Welcome to Research Focus, a series of b…