Mathematics | Dr.Alex https://petiushko.io/tag/mathematics/ Mathematics Wowchemy (https://wowchemy.com)en-usWed, 09 Nov 2022 00:00:00 +0000 https://petiushko.io/media/icon_huae623f1b5ebb59ec0111ba78b368ef88_4881_512x512_fill_lanczos_center_3.png Mathematics https://petiushko.io/tag/mathematics/ Mathematics and Theory in Deep Learning with Aleksandr Petiushko https://petiushko.io/talk/2022/11/09/2022-11-09/ Wed, 09 Nov 2022 00:00:00 +0000 https://petiushko.io/talk/2022/11/09/2022-11-09/ <p>I was <a href="https://t.me/dl_stories/619" target="_blank" rel="noopener">invited</a> by the <a href="https://dls.samcs.ru/dls" target="_blank" rel="noopener">Deep Learning School</a> to talk about the importance of mathematics and theory knowledge when working inside ML/DL domain.</p> Artificial Intelligence: Problems and Prospects https://petiushko.io/publication/2020_ai/ Thu, 01 Oct 2020 00:00:00 +0000 https://petiushko.io/publication/2020_ai/ Method of Optimal Non-linear Stretching of Symmetric Matrices for Recognition Tasks https://petiushko.io/publication/2017_cmpmat/ Thu, 01 Jun 2017 00:00:00 +0000 https://petiushko.io/publication/2017_cmpmat/ On Optimal Non-linear Stretching of Self-comparison Matrices for 1D Signals https://petiushko.io/publication/2016_cmpmat/ Thu, 01 Dec 2016 00:00:00 +0000 https://petiushko.io/publication/2016_cmpmat/ Chomsky Hierarchy for Matrices of Bigram Languages https://petiushko.io/publication/2016_chomsky/ Fri, 01 Jul 2016 00:00:00 +0000 https://petiushko.io/publication/2016_chomsky/ On Context-free Bigram Languages https://petiushko.io/publication/2015_cfree/ Wed, 01 Jul 2015 00:00:00 +0000 https://petiushko.io/publication/2015_cfree/ On Cardinality of Bigram Languages https://petiushko.io/publication/2014_card_eng/ Tue, 02 Sep 2014 00:00:00 +0000 https://petiushko.io/publication/2014_card_eng/ On Ring Bigram Languages https://petiushko.io/publication/2014_ring/ Mon, 16 Jun 2014 00:00:00 +0000 https://petiushko.io/publication/2014_ring/ On Bigram Languages https://petiushko.io/publication/2014_bigram_eng/ Thu, 01 May 2014 00:00:00 +0000 https://petiushko.io/publication/2014_bigram_eng/ On Cardinality of Bigram Languages https://petiushko.io/publication/2014_card/ Tue, 01 Apr 2014 00:00:00 +0000 https://petiushko.io/publication/2014_card/ On Frequency Bigram Languages https://petiushko.io/publication/2013_reg_freq/ Fri, 01 Nov 2013 00:00:00 +0000 https://petiushko.io/publication/2013_reg_freq/ On Bigram Languages https://petiushko.io/publication/2013_bigram/ Mon, 01 Jul 2013 00:00:00 +0000 https://petiushko.io/publication/2013_bigram/ On Asymptotic Estimations for Bigram Languages https://petiushko.io/publication/2012_asympt/ Wed, 20 Jun 2012 00:00:00 +0000 https://petiushko.io/publication/2012_asympt/ Frequency Languages https://petiushko.io/publication/2012_freq/ Sat, 12 May 2012 00:00:00 +0000 https://petiushko.io/publication/2012_freq/ On Cardinality of Frequency Bigram Language https://petiushko.io/publication/2012_card/ Wed, 11 Apr 2012 00:00:00 +0000 https://petiushko.io/publication/2012_card/ On Frequency Bigram Languages https://petiushko.io/publication/2011_freq/ Wed, 07 Dec 2011 00:00:00 +0000 https://petiushko.io/publication/2011_freq/ On Application of Markov Random Fileds for Noise Removal https://petiushko.io/publication/2011_cmrf/ Wed, 13 Apr 2011 00:00:00 +0000 https://petiushko.io/publication/2011_cmrf/ On Markov Random Fields and Their Relationship with Markov Chains https://petiushko.io/publication/2010_mrf_mc/ Thu, 01 Jul 2010 00:00:00 +0000 https://petiushko.io/publication/2010_mrf_mc/ On Markov Random Fields https://petiushko.io/publication/2010_mrf/ Wed, 03 Feb 2010 00:00:00 +0000 https://petiushko.io/publication/2010_mrf/ 1D Noisy Recognition Analysis (Shortened Version) https://petiushko.io/publication/2006_1d_rec_brief/ Wed, 01 Mar 2006 00:00:00 +0000 https://petiushko.io/publication/2006_1d_rec_brief/ 1D Noisy Recognition Analysis https://petiushko.io/publication/2005_1d_rec/ Tue, 01 Nov 2005 00:00:00 +0000 https://petiushko.io/publication/2005_1d_rec/