no code implementations • 12 May 2023 • Eran Kaufman, Lee-Ad Gottlieb
In this work, we consider the task of automated emphasis detection for spoken language.
no code implementations • 23 Jul 2022 • Eran Kaufman, Andrey Iaremenko
Since the inception of Bitcoin in 2009, the market of cryptocurrencies has grown beyond initial expectations as daily trades exceed $10 billion.
no code implementations • 5 Feb 2020 • Lee-Ad Gottlieb, Eran Kaufman, Aryeh Kontorovich, Gabriel Nivasch, Ofir Pele
We propose a new embedding method which is particularly well-suited for settings where the sample size greatly exceeds the ambient dimension.
no code implementations • 4 Feb 2020 • Lee-Ad Gottlieb, Eran Kaufman, Aryeh Kontorovich
We consider the problem of cost sensitive multiclass classification, where we would like to increase the sensitivity of an important class at the expense of a less important one.
no code implementations • NeurIPS 2018 • Lee-Ad Gottlieb, Eran Kaufman, Aryeh Kontorovich, Gabriel Nivasch
We present an improved algorithm for {\em quasi-properly} learning convex polyhedra in the realizable PAC setting from data with a margin.