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Michail Vlachos

Explaining Classifiers by Constructing Familiar Concepts

Mar 07, 2022
Johannes Schneider, Michail Vlachos

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* This paper is a journal version of the conference paper arXiv:2005.13630 . It adds about 60% new material. It was accepted at Machine Learning (Springer Journal) in March 2022

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Mass Personalization of Deep Learning

Sep 06, 2019
Johannes Schneider, Michail Vlachos

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Compressive Mining: Fast and Optimal Data Mining in the Compressed Domain

May 22, 2014
Michail Vlachos, Nikolaos Freris, Anastasios Kyrillidis

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* 25 pages, 20 figures, accepted in VLDB

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Approximate Matrix Multiplication with Application to Linear Embeddings

Mar 30, 2014
Anastasios Kyrillidis, Michail Vlachos, Anastasios Zouzias

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* 8 pages, International Symposium on Information Theory

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