Come out to ACM AI’s Advanced Track Workshops this quarter Tuesdays 6 - 8pm starting October 5th!. While the beginner track is focused on classical [...]
ABSTRACT: Multi-epoch, small-batch, Stochastic Gradient Descent (SGD) algorithm has been the method of choice for learning with large over-parameterized models. However our theoretical understanding of [...]
Come out to ACM AI’s Advanced Track Workshops this quarter Tuesdays 6 - 8pm starting October 5th!. While the beginner track is focused on classical [...]
Come out to ACM AI’s Advanced Track Workshops this quarter Tuesdays 6 - 8pm starting October 5th!. While the beginner track is focused on classical [...]
ABSTRACT: I will introduce some recent progress towards understanding the scalability of Markov chain Monte Carlo (MCMC) methods and their comparative advantage with respect to [...]
Come out to ACM AI’s Advanced Track Workshops this quarter Tuesdays 6 - 8pm starting October 5th!. While the beginner track is focused on classical [...]
ABSTRACT: Natural Language Processing (NLP) plays an important role in many applications, including resume filtering, text analysis, and information retrieval. Despite the remarkable accuracy enabled [...]