no code implementations • 29 Jan 2021 • Soya Park, April Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky
Data scientists face a steep learning curve in understanding a new domain for which they want to build machine learning (ML) models.
no code implementations • Asian Chapter of the Association for Computational Linguistics 2020 • Marina Danilevsky, Kun Qian, Ranit Aharonov, Yannis Katsis, Ban Kawas, Prithviraj Sen
Recent years have seen important advances in the quality of state-of-the-art models, but this has come at the expense of models becoming less interpretable.
no code implementations • 16 Oct 2015 • Stephen Becker, Ban Kawas, Marek Petrik, Karthikeyan N. Ramamurthy
While maintaining computational efficiency, our models provide robust solutions that are more accurate--relative to solutions of uncompressed least-squares--than those of classical compressed variants.