no code implementations • 3 Jul 2023 • Ziv Goldfeld, Dhrumil Patel, Sreejith Sreekumar, Mark M. Wilde
Entropy measures quantify the amount of information and correlation present in a quantum system.
no code implementations • 7 Oct 2021 • Sreejith Sreekumar, Ziv Goldfeld
Statistical divergences (SDs), which quantify the dissimilarity between probability distributions, are a basic constituent of statistical inference and machine learning.
no code implementations • 11 Mar 2021 • Sreejith Sreekumar, Zhengxin Zhang, Ziv Goldfeld
Statistical distances (SDs), which quantify the dissimilarity between probability distributions, are central to machine learning and statistics.
no code implementations • 28 Sep 2020 • Deniz Gunduz, David Burth Kurka, Mikolaj Jankowski, Mohammad Mohammadi Amiri, Emre Ozfatura, Sreejith Sreekumar
Bringing the success of modern machine learning (ML) techniques to mobile devices can enable many new services and businesses, but also poses significant technical and research challenges.
