<!DOCTYPE html> <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head> <meta charset="utf-8"> <meta name="generator" content="quarto-99.9.9"> <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes"> <meta name="author" content="Anonymous Author"> <meta name="dcterms.date" content="2023-04-06"> <title>Conformal Counterfactual Explanations</title> <style> code{white-space: pre-wrap;} span.smallcaps{font-variant: small-caps;} div.columns{display: flex; gap: min(4vw, 1.5em);} div.column{flex: auto; overflow-x: auto;} div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;} ul.task-list{list-style: none;} ul.task-list li input[type="checkbox"] { width: 0.8em; margin: 0 0.8em 0.2em -1.6em; vertical-align: middle; } </style> <script src="site_libs/quarto-nav/quarto-nav.js"></script> <script src="site_libs/quarto-nav/headroom.min.js"></script> <script src="site_libs/clipboard/clipboard.min.js"></script> <script src="site_libs/quarto-search/autocomplete.umd.js"></script> <script src="site_libs/quarto-search/fuse.min.js"></script> <script src="site_libs/quarto-search/quarto-search.js"></script> <meta name="quarto:offset" content="./"> <link href="./notebooks/proposal.html" rel="next"> <script src="site_libs/quarto-html/quarto.js"></script> <script src="site_libs/quarto-html/popper.min.js"></script> <script src="site_libs/quarto-html/tippy.umd.min.js"></script> <script src="site_libs/quarto-html/anchor.min.js"></script> <link href="site_libs/quarto-html/tippy.css" rel="stylesheet"> <link href="site_libs/quarto-html/quarto-syntax-highlighting.css" rel="stylesheet" id="quarto-text-highlighting-styles"> <script src="site_libs/bootstrap/bootstrap.min.js"></script> <link href="site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet"> <link href="site_libs/bootstrap/bootstrap.min.css" rel="stylesheet" id="quarto-bootstrap" data-mode="light"> <script id="quarto-search-options" type="application/json">{ "location": "sidebar", "copy-button": false, "collapse-after": 3, "panel-placement": "start", "type": "textbox", "limit": 20, "language": { "search-no-results-text": "No results", "search-matching-documents-text": "matching documents", "search-copy-link-title": "Copy link to search", "search-hide-matches-text": "Hide additional matches", "search-more-match-text": "more match in this document", "search-more-matches-text": "more matches in this document", "search-clear-button-title": "Clear", "search-detached-cancel-button-title": "Cancel", "search-submit-button-title": "Submit" } }</script> </head> <body class="nav-sidebar floating"> <div id="quarto-search-results"></div> <header id="quarto-header" class="headroom fixed-top"> <nav class="quarto-secondary-nav" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }"> <div class="container-fluid d-flex justify-content-between"> <h1 class="quarto-secondary-nav-title">Conformal Counterfactual Explanations</h1> <button type="button" class="quarto-btn-toggle btn" aria-label="Show secondary navigation"> <i class="bi bi-chevron-right"></i> </button> </div> </nav> </header> <!-- content --> <div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article"> <!-- sidebar --> <nav id="quarto-sidebar" class="sidebar collapse sidebar-navigation floating overflow-auto"> <div class="pt-lg-2 mt-2 text-left sidebar-header"> <div class="sidebar-title mb-0 py-0"> <a href="./">Conformal Counterfactual Explanations</a> </div> </div> <div class="mt-2 flex-shrink-0 align-items-center"> <div class="sidebar-search"> <div id="quarto-search" class="" title="Search"></div> </div> </div> <div class="sidebar-menu-container"> <ul class="list-unstyled mt-1"> <li class="sidebar-item"> <div class="sidebar-item-container"> <a href="./index.html" class="sidebar-item-text sidebar-link active">Preface</a> </div> </li> <li class="sidebar-item"> <div class="sidebar-item-container"> <a href="./notebooks/proposal.html" class="sidebar-item-text sidebar-link"><span class="chapter-number">1</span> <span class="chapter-title">High-Fidelity Counterfactual Explanations through Conformal Prediction</span></a> </div> </li> <li class="sidebar-item"> <div class="sidebar-item-container"> <a href="./notebooks/intro.html" class="sidebar-item-text sidebar-link"><span class="chapter-number">2</span> <span class="chapter-title"><code>ConformalGenerator</code></span></a> </div> </li> <li class="sidebar-item"> <div class="sidebar-item-container"> <a href="./notebooks/synthetic.html" class="sidebar-item-text sidebar-link"><span class="chapter-number">3</span> <span class="chapter-title">Synthetic data</span></a> </div> </li> <li class="sidebar-item"> <div class="sidebar-item-container"> <a href="./notebooks/references.html" class="sidebar-item-text sidebar-link">References</a> </div> </li> </ul> </div> </nav> <!-- margin-sidebar --> <div id="quarto-margin-sidebar" class="sidebar margin-sidebar"> <nav id="TOC" role="doc-toc" class="toc-active"> <h2 id="toc-title">Table of contents</h2> <ul> <li><a href="#preface" id="toc-preface" class="nav-link active" data-scroll-target="#preface">Preface</a></li> </ul> </nav> </div> <!-- main --> <main class="content" id="quarto-document-content"> <header id="title-block-header" class="quarto-title-block default"> <div class="quarto-title"> <h1 class="title d-none d-lg-block">Conformal Counterfactual Explanations</h1> <p class="subtitle lead">Online Companion</p> </div> <div class="quarto-title-meta"> <div> <div class="quarto-title-meta-heading">Author</div> <div class="quarto-title-meta-contents"> <p>Anonymous Author </p> </div> </div> <div> <div class="quarto-title-meta-heading">Published</div> <div class="quarto-title-meta-contents"> <p class="date">April 6, 2023</p> </div> </div> </div> </header> <section id="preface" class="level1 unnumbered"> <h1 class="unnumbered">Preface</h1> </section> </main> <!-- /main --> <script id="quarto-html-after-body" type="application/javascript"> window.document.addEventListener("DOMContentLoaded", function (event) { const toggleBodyColorMode = (bsSheetEl) => { const mode = bsSheetEl.getAttribute("data-mode"); 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