Search Results for author: Jonathan Zarecki

Found 3 papers, 2 papers with code

The Lean Data Scientist: Recent Advances towards Overcoming the Data Bottleneck

no code implementations15 Nov 2022 Chen Shani, Jonathan Zarecki, Dafna Shahaf

Machine learning (ML) is revolutionizing the world, affecting almost every field of science and industry.

Topo2vec: Topography Embedding Using the Fractal Effect

1 code implementation19 Aug 2021 Jonathan Kavitzky, Jonathan Zarecki, Idan Brusilovsky, Uriel Singer

We perform an extensive analysis on several classification tasks and emphasize its effectiveness in detecting the same class on different scales.

Self-Supervised Learning

Textual Membership Queries

2 code implementations11 May 2018 Jonathan Zarecki, Shaul Markovitch

It uses a small amount of labeled data as the core set for the synthesis of useful membership queries (MQs) - unlabeled instances generated by an algorithm for human labeling.

Active Learning General Classification +2

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