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L. Marták

2 papers hereh-index 457 citations8 works total

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author position
  • first author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

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  • cs.AI1
  • eess.AS1

identity via Semantic Scholar / OpenAlex

most citedProbabilistic Modelling of Signal Mixtures with Differentiable Dictionaries

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

eess.AS2022★ 1 cited

Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries

Lukáš Samuel Marták, Rainer Kelz, Gerhard Widmer

We introduce a novel way to incorporate prior information into (semi-) supervised non-negative matrix factorization, which we call differentiable dictionary search. It enables gene…

cs.AI2020

Explaining Predictions of Deep Neural Classifier via Activation Analysis

Martin Stano, Wanda Benesova, Lukas Samuel Martak

In many practical applications, deep neural networks have been typically deployed to operate as a black box predictor. Despite the high amount of work on interpretability and high…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.