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How many moments does MMD compare?


Jun 27, 2021
Rustem Takhanov


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Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings


Dec 23, 2019
Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov

* 2 pages, 1 figure, Student Abstract 

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Dimension reduction as an optimization problem over a set of generalized functions


Mar 12, 2019
Rustem Takhanov


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Context Vectors are Reflections of Word Vectors in Half the Dimensions


Feb 26, 2019
Zhenisbek Assylbekov, Rustem Takhanov


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Fourier Neural Networks: A Comparative Study


Feb 08, 2019
Abylay Zhumekenov, Malika Uteuliyeva, Olzhas Kabdolov, Rustem Takhanov, Zhenisbek Assylbekov, Alejandro J. Castro


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Fourier analysis perspective for sufficient dimension reduction problem


Aug 19, 2018
Rustem Takhanov

* technical report 

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Reusing Weights in Subword-aware Neural Language Models


Apr 25, 2018
Zhenisbek Assylbekov, Rustem Takhanov

* accepted to NAACL 2018 

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Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones


Jul 20, 2017
Zhenisbek Assylbekov, Rustem Takhanov, Bagdat Myrzakhmetov, Jonathan N. Washington

* EMNLP 2017 

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Inference algorithms for pattern-based CRFs on sequence data


Jan 20, 2017
Rustem Takhanov, Vladimir Kolmogorov

* Algorithmica, September 2016, Volume 76, Issue 1, pp 17-46 
* Algorithmica accepted version 

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Combining pattern-based CRFs and weighted context-free grammars


Nov 01, 2014
Rustem Takhanov, Vladimir Kolmogorov

* 11 pages 

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Proceedings of The 38th Annual Workshop of the Austrian Association for Pattern Recognition (ÖAGM), 2014


Apr 30, 2014
Vladimir Kolmogorov, Christoph Lampert, Emilie Morvant, Rustem Takhanov


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A Dichotomy Theorem for General Minimum Cost Homomorphism Problem


Apr 04, 2010
Rustem Takhanov

* 23 pages 

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On the monotonization of the training set


May 18, 2007
Rustem Takhanov

* 10 pages 

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