Microsoft Urban Futures Summer Workshop | Sensors and Data [Day 2]
Day 2 | July 29, 2020 Welcome: Urban Innovation at Microsoft and Project Eclipse | Video | Slides Scott Counts, Gavin Jancke, & Miriam Berhane Russom, Microsoft Quantifying urban scale CO2 reductions and related emissions changes during…
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 1/2)
Since the naming of the field in 1956, AI has been dominated first by symbolic rule-based models, then early-generation neural (or “connectionist”) models, then probabilistic models operating over symbolic structures, and now deep learning models.…
Microsoft Urban Futures Summer Workshop | Data Driven Urban Transformation [Day 1]
The Microsoft Urban Futures Summer Workshop was three intensive days of talks, discussion, and planning for data-driven urban transformation. At this event, we built a research-driven coalition of civic, academic, and research leaders to envision…
Algorithmic foundations of neural architecture search
Neural architecture search (NAS)—the problem of selecting which neural model to use for your learning problem—is a promising direction for automating and democratizing machine learning. Early NAS methods achieved impressive results on canonical image classification…
Urban Futures – Summer Workshop
The Microsoft Urban Futures Summer Workshop will be three intensive days of talks, discussion and planning for data driven urban transformation. At this event we will build a research driven coalition of civic, academic and…
Directions in ML: AutoML and Automating Algorithms
Join us as we bring together AutoML research communities from across the world to learn from each other and building on the latest knowledge and exploration. This speaker series features talks by outstanding academics and…