Martin Gerlach

A universal information theoretic approach to the identification of stopwords

Gerlach M, Shi H, Amaral LAN

Nature Machine Intelligence 1, 606-612 (2019)

Reply to: Four personality types may be neither robust nor exhaustive

Gerlach M, Revelle W. Amaral LAN

Nature Human Behaviour 3, 1047-1048 (2019)

Testing statistical laws in complex systems

Gerlach M, Altmann EG

Physical Review Letters 122, 168301 (2019)

A new evaluation framework for topic modeling algorithms based on synthetic corpora

Shi H, Gerlach M, Diersen I, Downey D, Amaral LAN

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS 2019) 89, 816-826 (2019)

Large scale analysis of micro-level citation patterns reveals nuanced selection criteria

Poncela-Casasnovas J, Gerlach M, Aguirre N, Amaral LAN

Nature Human Behaviour 3, 568-575 (2019)

Reply to "Far away from the lamppost"

Stoeger T, Gerlach M, Morimoto RI, Amaral LAN

PLOS Biology 16, e3000075 (2018)

Large-scale investigation of the reasons why potentially important genes are ignored

Stoeger T, Gerlach M, Morimoto RI, Amaral LAN

PLOS Biology 16, e2006643 (2018)

A robust data-driven approach identifies four personality types across four large data sets

Gerlach M, Farb B, Revelle W, Amaral LAN

Nature Human Behaviour 2, 735-742 (2018)

A network approach to topic models

Gerlach M, Peixoto TP, Altmann EG

Science Advances 4, eaaq1360 (2018)

Using text analysis to quantify the similarity and evolution of scientific disciplines

Dias L, Gerlach M, Scharloth J, Altmann EG

Royal Society Open Science, 1 (2018)

Generalized entropies and the similarity of texts

Altmann EG, Dias L, Gerlach M

Journal of Statistical Mechanics: Theory and Experiment 2017, 014002 (2017)

Is this scaling nonlinear?

J. C. Leitão, J. M. Miotto, M. Gerlach, E. G. Altmann

Royal Society Open Science 3, 150649 (2016)

Statistical Laws in Linguistics

Eduardo G. Altmann, Martin Gerlach

Chapter in Book "Creativity and Universality in Language", Springer, 7-26 (2016)

Martin Gerlach, Francesc Font-Clos, Eduardo G. Altmann

Physical Review X 6, 021009 (2016)

Scaling laws and fluctuations in the statistics of word frequencies

Martin Gerlach, Eduardo G. Altmann

New Journal of Physics 16, 113010 (2014)

Extracting information from S-curves of language change

Fakhteh Ghanbarnejad, Martin Gerlach, Jose M. Miotto, Eduardo G. Altmann,

Journal of The Royal Society Interface 11, 20141044 (2014)

Stochastic Model for the Vocabulary Growth in Natural Languages

Martin Gerlach, Eduardo G. Altmann

Physical Review X 3, 021006 (2013)

Kicking electrons

Martin Gerlach, Sebastian Wüster, Jan-Michael Rost

Journal of Physics B: Atomic, Molecular and Optical Physics 45, 235204 (2012)

Postdoctoral Fellow

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