Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
Efficient PAC Learning from the Crowd
Vidéo
Deep Learning at Mote Scale
The Internet of Things (IoT) is poised to revolutionize our world. Billions of microcontrollers and sensors have already been deployed for predictive maintenance, connected cars, precision agriculture, personalized fitness and wearables, smart housing, cities, healthcare,…
Vidéo
Gaia Audio Feedback: Edge ML for Speech
The Internet of Things (IoT) is poised to revolutionize our world. Billions of microcontrollers and sensors have already been deployed for predictive maintenance, connected cars, precision agriculture, personalized fitness and wearables, smart housing, cities, healthcare,…
Publication
Efficient active learning of sparse halfspaces
Vidéo
Rethinking IoT Analytics with Universal Monitoring
Many IoT analytics tasks require accurate estimates of metrics for many applications such as heavy hitters, anomaly detection (e.g., entropy of source addresses), and security (e.g., DoS detection). Obtaining accurate estimates given CPU, memory, energy,…
