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    <title>Log-linear models | Jan Strappa</title>
    <link>https://jstrappa.netlify.app/tag/log-linear-models/</link>
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    <description>Log-linear models</description>
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      <title>Log-linear models</title>
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      <title>Comparación eficiente de estructuras de independencia de modelos loglineales</title>
      <link>https://jstrappa.netlify.app/publication/thesis/</link>
      <pubDate>Fri, 01 Jul 2022 00:00:00 +0000</pubDate>
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      <description>&lt;p&gt;My thesis (in Spanish) for the degree of &lt;em&gt;Doctor in Computer Science&lt;/em&gt; by &lt;em&gt;Universidad Nacional de San Luis&lt;/em&gt; (Argentina).&lt;/p&gt;
&lt;p&gt;Related publications:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;content/publication/escllm&#34;&gt;Journal article&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://github.com/jstrappa/jllcm&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open source implementation in Java&lt;/a&gt;, which can also be found at &lt;a href=&#34;https://figshare.com/articles/software/ECSLLM_Java_Implementation/14666163&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Figshare as ECSLLM: Java Implementation&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://figshare.com/articles/software/KL-divergence_implementation/14668473&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open source implementation of KL-divergence&lt;/a&gt;  (competitor measure used in examples)&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://jstrappa.shinyapps.io/llmc/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Shiny app for example of the method&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
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    <item>
      <title>Efficient comparison of independence structures of log-linear models</title>
      <link>https://jstrappa.netlify.app/publication/escllm/</link>
      <pubDate>Thu, 13 May 2021 00:00:00 +0000</pubDate>
      <guid>https://jstrappa.netlify.app/publication/escllm/</guid>
      <description>&lt;p&gt;Links:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://arxiv.org/abs/1907.08892&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;arXiv paper&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://github.com/jstrappa/jllcm&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open source implementation in Java&lt;/a&gt;, which can also be found at &lt;a href=&#34;https://figshare.com/articles/software/ECSLLM_Java_Implementation/14666163&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Figshare as ECSLLM: Java Implementation&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://figshare.com/articles/software/KL-divergence_implementation/14668473&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open source implementation of KL-divergence&lt;/a&gt;  (competitor measure used in examples)&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://jstrappa.shinyapps.io/llmc/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Shiny app for example of the method&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
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    </item>
    
    <item>
      <title>Structure Learning of Markov Networks and Log-linear Models</title>
      <link>https://jstrappa.netlify.app/project/markov/</link>
      <pubDate>Wed, 01 Apr 2015 00:00:00 +0000</pubDate>
      <guid>https://jstrappa.netlify.app/project/markov/</guid>
      <description>&lt;p&gt;&lt;strong&gt;This page is under construction.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;This is the area in which I started working as a researcher.
I have worked as a research assistant since 2013 and later pursued my doctoral studies in the same area.
My thesis work is summarized in the paper &lt;em&gt;Efficient comparison of independence structures of log-linear models.&lt;/em&gt;&lt;/p&gt;
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