2 papers
cs.CV2025
EgoLife: Towards Egocentric Life Assistant
Jingkang Yang, Shuai Liu, Hongming Guo +19
We introduce EgoLife, a project to develop an egocentric life assistant that accompanies and enhances personal efficiency through AI-powered wearable glasses. To lay the foundation…
math.OC2019
Mixing of Stochastic Accelerated Gradient Descent
Peiyuan Zhang, Hadi Daneshmand, Thomas Hofmann
We study the mixing properties for stochastic accelerated gradient descent (SAGD) on least-squares regression. First, we show that stochastic gradient descent (SGD) and SAGD are si…