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rebuilding site Tue Sep 26 10:22:50 CEST 2023
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Priyanka Golia authored and Priyanka Golia committed Sep 26, 2023
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Expand Up @@ -656,6 +656,8 @@ <h1>Page not found</h1>
<h2>Latest</h2>
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<li><a href="/publication/golia-phdthesis/">Functional Synthesis via Formal Methods and Machine Learning</a></li>

<li><a href="/publication/ghosh-phdthesis/">Interpretability and Fairness in Machine Learning: A Formal Methods Approach</a></li>

<li><a href="/talk/19082023/">&lt;b&gt; We have presented a tutorial on &lt;a href=&#34;https://auditing-fairness-tutorial.github.io&#34;&gt;auditing bias in machine learning&lt;/a&gt; in IJCAI 2023. &lt;/b&gt; Presenters: Bishwamittra Ghosh and Debabrota Basu. &lt;br&gt; In this tutorial, we address three questions on bias in machine learning: (i) Choosing a compatible fairness metric based on application context, (ii) Formally quantifying fairness with respect to the compatible metric, and (iii) Explaining the sources of unfairness corresponding to the metric.</a></li>
Expand All @@ -674,8 +676,6 @@ <h2>Latest</h2>

<li><a href="/publication/ijcai23_totvardist/">On Approximating Total Variation Distance</a></li>

<li><a href="/publication/ijcai23_gismo/">Solving the Identifying Code Set Problem with Grouped Independent Support</a></li>

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76 changes: 18 additions & 58 deletions author/arijit-shaw/index.html
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Expand Down Expand Up @@ -641,73 +641,33 @@ <h1>Search</h1>



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<h1>Arijit Shaw</h1>
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<a href="/publication/sat23/">Explaining SAT Solving Using Causal Reasoning</a>
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<a href="/publication/sat20sm/">Designing New Phase Selection Heuristics</a>
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100 changes: 42 additions & 58 deletions author/bishwamittra-ghosh/index.html
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<meta property="og:site_name" content="MeelGroup">
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Expand Down Expand Up @@ -641,73 +641,57 @@ <h1>Search</h1>



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<h2>Bishwamittra Ghosh</h2>



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<a href="/publication/ghosh-phdthesis/">Interpretability and Fairness in Machine Learning: A Formal Methods Approach</a>
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<a href="/publication/facct23/">How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis</a>
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<li>
<a href="/publication/jair22/">Efficient Learning of Interpretable Classification Rules</a>
</li>

<li>
<a href="/publication/aaai22_fvgm/">Algorithmic Fairness Verification with Graphical Models</a>
</li>

<li>
<a href="/publication/aaai21_justicia/">Justicia A Stochastic SAT Approach to Formally Verify Fairness</a>
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<li>
<a href="/publication/ecai20/">Classification Rules in Relaxed Logical Form</a>
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<li>
<a href="/publication/aaai20/">A MaxSAT-based Framework for Group Testing</a>
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<a href="/publication/aies19/"> IMLI: An Incremental Framework for MaxSAT-Based Learning of Interpretable Classification Rules </a>
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66 changes: 65 additions & 1 deletion author/bishwamittra-ghosh/index.xml
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