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--- | ||
booktitle: Proceedings of the 4th Machine Learning for Healthcare Conference | ||
volume: 106 | ||
shortname: MLHC | ||
year: '2019' | ||
start: 2019-08-09 | ||
end: 2019-08-10 | ||
published: 2019-10-28 | ||
url: http://proceedings.mlr.press | ||
conference_number: '4' | ||
layout: proceedings | ||
series: Proceedings of Machine Learning Research | ||
id: MLHC-2019 | ||
month: 0 | ||
cycles: false | ||
bibtex_editor: Doshi-Velez, Finale and Fackler, Jim and Jung, Ken and Kale, David | ||
and Ranganath, Rajesh and Wallace, Byron and Wiens, Jenna | ||
editor: | ||
- given: Finale | ||
family: Doshi-Velez | ||
- given: Jim | ||
family: Fackler | ||
- given: Ken | ||
family: Jung | ||
- given: David | ||
family: Kale | ||
- given: Rajesh | ||
family: Ranganath | ||
- given: Byron | ||
family: Wallace | ||
- given: Jenna | ||
family: Wiens | ||
title: Proceedings of Machine Learning Research | ||
description: | | ||
Proceedings of the 4th Machine Learning for Healthcare Conference | ||
Held in Ann Arbor, Michigan on 09-10 August 2019 | ||
Published as Volume 106 by the Proceedings of Machine Learning Research on 28 October 2019. | ||
Volume Edited by: | ||
Finale Doshi-Velez | ||
Jim Fackler | ||
Ken Jung | ||
David Kale | ||
Rajesh Ranganath | ||
Byron Wallace | ||
Jenna Wiens | ||
Series Editors: | ||
Neil D. Lawrence | ||
Mark Reid | ||
date_str: '09--10 Aug' | ||
baseurl: "/v106" | ||
twitter_username: MLResearchPress | ||
github_username: mlresearch | ||
markdown: kramdown | ||
permalink: "/:title.html" | ||
github: | ||
edit: true | ||
repository: v106 | ||
display: | ||
copy_button: | ||
bibtex: true | ||
endnote: true | ||
apa: true | ||
comments: false | ||
email: '' | ||
conference: | ||
name: Machine Learning for Healthcare Conference | ||
url: | ||
location: Ann Arbor, Michigan | ||
dates: | ||
- 2019-08-09 | ||
- 2019-08-10 | ||
analytics: | ||
google: | ||
tracking_id: UA-92432422-1 | ||
# Site settings | ||
# Auto generated from /Users/neil/mlresearch/v106/mlhc19.bib |
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{% if site.display.copy_button.apa %} | ||
{% capture filetext %}{% include apa_entry %}{% endcapture %} | ||
{% assign filetype = 'txt' %} | ||
{% assign button_name = 'APA' %} | ||
{% include copy_buttons.html %} | ||
{% endif %} | ||
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{% assign lastone = page.author.last %}{% for person in page.author %}{{ person.family }}, {% assign firstnames = person.given | split:" " %}{% for name in firstnames %}{{ name | slice: 0, 1}}.{% unless name==firstnames.last %} {% endunless %}{% endfor %}{% if page.author.size>1 %}{%if page.author[-2]==person %} & {% else %}{% unless person == lastone %}, {%endunless %}{% endif %}{% endif %}{% endfor %}. ({{ site.published | date: "%Y" }}). {{ page.title }}. <i>{{ page.container-title }}, in PMLR</i> {{ site.volume }}{%if page.number%}({{page.number}}){%endif%}:{{page.firstpage}}-{{page.lastpage}} | ||
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{% if site.display.copy_button.bibtex %} | ||
{% assign o = '{' %} | ||
{% assign c = '}' %} | ||
{% capture filetext %}{% include bibtex_entry %}{% endcapture %} | ||
{% assign filetype = 'bib' %} | ||
{% assign button_name = 'BibTeX' %} | ||
{% include copy_buttons.html %} | ||
{% endif %} | ||
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{% assign closebrace = '}' %} | ||
{% capture beginenumerate %} | ||
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\begin{enumerate} | ||
{% endcapture %} | ||
{% capture endenumerate %} | ||
\end{enumerate} | ||
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{% endcapture %} | ||
{% capture beginitemize %} | ||
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\begin{itemize} | ||
{% endcapture %} | ||
{% capture enditemize %} | ||
\end{itemize} | ||
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{% endcapture %} | ||
{% capture item %} | ||
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\item | ||
{% endcapture %} | ||
@InProceedings{{o}}{{ id }}, | ||
title = {{o}}{{ page.tex_title }}{{c}}, | ||
author = {{o}}{{ page.bibtex_author }}{{c}}, | ||
booktitle = {{o}}{{ page.container-title }}{{c}}, | ||
pages = {{o}}{{ page.firstpage }}--{{ page.lastpage }}{{c}}, | ||
year = {{o}}{{ site.published | date: "%Y" }}{{c}}, | ||
editor = {{o}}{{ site.bibtex_editor }}{{c}}, | ||
volume = {{o}}{{ site.volume }}{{c}},{% if page.number %} | ||
number = {{o}}{{ page.number }}{{c}},{% endif %} | ||
series = {Proceedings of Machine Learning Research}, | ||
address = {{o}}{{ site.conference.location }}{{c}}, | ||
month = {{o}}{{ site.date_str }}{{c}}, | ||
publisher = {PMLR}, | ||
pdf = {{o}}{{ page.pdf }}{{c}}, | ||
url = {{o}}{{site.url}}{{site.baseurl}}{{ page.url }}{{c}}, | ||
abstract = {{o}}{{ page.abstract | replace: "<em>", "\emph{" | replace: "</em>", closebrace | replace: '<b>', "\textbf{" | replace: '</b>', closebrace | replace: '<ol>', beginenumerate | replace: '</ol>', endenumerate | replace: '<ul>', beginitemize | replace: '</ul>', enditemize | replace: '<li>', '\item ' | replace: '</li>', '' | replace: '>', '>' | replace: '<', '<' }}{{c}} | ||
{{c}} |
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<table> | ||
<tr> | ||
<td><div class="codebox" > | ||
<pre><code id="{{ button_name | downcase }}">{{ filetext }}</code></pre></div></td> | ||
<td><button id="button-{{ button_name | downcase }}1" onclick="CopyToClipboard('{{ button_name | downcase }}')">Copy {{ button_name }}</button></td><td><button id="button-{{ button_name | downcase }}2" onclick="DownloadToFile('{{ id }}.{{ filetype }}', '{{ button_name | downcase }}')">Download {{ button_name }}</button></td> | ||
</tr> | ||
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{% if site.display.comments %} | ||
{% unless page.comments_off %} | ||
<div id="disqus_thread"></div> | ||
<script type="text/javascript"> | ||
/* * * CONFIGURATION VARIABLES * * */ | ||
// Required: on line below, replace text in quotes with your forum shortname | ||
var disqus_shortname = 'mlrpress'; | ||
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/* * * DON'T EDIT BELOW THIS LINE * * */ | ||
(function() { | ||
var dsq = document.createElement('script'); dsq.type = 'text/javascript'; dsq.async = true; | ||
dsq.src = '//' + disqus_shortname + '.disqus.com/embed.js'; | ||
(document.getElementsByTagName('head')[0] || document.getElementsByTagName('body')[0]).appendChild(dsq); | ||
})(); | ||
</script> | ||
<noscript>Please enable JavaScript to view the <a href="https://disqus.com/?ref_noscript" rel="nofollow">comments powered by Disqus.</a></noscript> | ||
{% endunless %} | ||
{% endif %} |
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{% if site.github.edit %} | ||
{% capture url %}https://github.com/{{ site.github_username }}/{% if site.github.repository %}{{ site.github.repository }}{% else %}{{ site.baseurl }}{% endif %}/edit/{% if site.github.repository contains 'github.io' %}master{% else %}gh-pages{% endif %}/{{ page.path }}{% endcapture %} | ||
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<p align="right">[<a href="{{ url }}" target="_blank" onclick="ga('send', 'event', 'Edit Page', 'Edit', '{{ url }}', 13);">edit</a>]</p> | ||
{% endif %} |
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{% if site.display.copy_button.endnote %} | ||
{% capture filetext %}{% include endnote_entry %}{% endcapture %} | ||
{% assign filetype = 'enw' %} | ||
{% assign button_name = 'Endnote' %} | ||
{% include copy_buttons.html %} | ||
{% endif %} | ||
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%0 Conference Paper | ||
%T {{ page.title }} | ||
%A {% assign lastone = page.author.last %}{% for person in page.author %}{{ person.given }} {{ person.family }}{% unless person == lastone %} | ||
%A {%endunless %}{% endfor %} | ||
%B {{ page.container-title }} | ||
%C Proceedings of Machine Learning Research | ||
%D {{ site.published | date: "%Y" }} | ||
%E {% assign lastone = site.editor.last %}{% for person in site.editor %}{{ person.given }} {{ person.family }}{% unless person == lastone %} | ||
%E {%endunless %}{% endfor %} | ||
%F {{ id }} | ||
%I PMLR | ||
%J Proceedings of Machine Learning Research | ||
%P {{ page.firstpage }}--{{ page.lastpage }}{% if page.doi %} | ||
%R {{ page.doi }}{% endif %} | ||
%U {{ site.url }} | ||
%V {{ site.volume }}{% if page.number %} | ||
%N {{ page.number }}{% endif %} | ||
%W PMLR | ||
%X {{ page.abstract | replace: '<ol>', '' | replace: '</ol>', '' | replace: '<ul>', '' | replace: '</ul>', '' | replace: '<li>', '' | replace: '</li>', '' | replace: '<em>', '' | replace: '</em>', '' | replace: '<b>', '' | replace: '</b>', '' | replace: '>', '>' | replace: '<', '<' }} |
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<body> | ||
<div id="content"> | ||
<center>This site last compiled {{ site.time | date_to_rfc822 }}</center> | ||
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<table width="100%"> | ||
<tr> | ||
<td align="left"><font size="-1"> | ||
<i><a href="https://github.com/{{ site.github_username }}{{ site.baseurl }}">Github Account</a></i></font></td> | ||
<td align="right"><font size="-1"> | ||
Copyright © <a href="http://proceedings.mlr.press">PMLR</a> {{ site.time | date: "%Y" }}. All rights reserved.</font></td> | ||
</tr> | ||
</table> | ||
</div> | ||
</body> |
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{% if site.analytics.google.tracking_id %} | ||
<script> | ||
(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ | ||
(i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), | ||
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) | ||
})(window,document,'script','//www.google-analytics.com/analytics.js','ga'); | ||
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ga('create', '{{ site.analytics.google.tracking_id }}', 'auto'); | ||
ga('send', 'pageview'); | ||
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</script> | ||
{% endif %} |
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<head> | ||
<meta charset="utf-8"> | ||
<meta http-equiv="X-UA-Compatible" content="IE=edge"> | ||
<meta name="viewport" content="width=device-width, initial-scale=1"> | ||
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||
<title>{% if page.title %}{{ page.title }}{% else %}{{ site.title }}{% endif %}</title> | ||
<meta name="description" content="{% if page.excerpt %}{{ page.excerpt | strip_html | strip_newlines | truncate: 160 }}{% else %}{{ site.description }}{% endif %}"> | ||
<link rel="stylesheet" type="text/css" href="../css/main.css" /> | ||
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{% include google_tracking_code.html %} | ||
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{% include mathjax_code.html %} | ||
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{% include hidden_copy_code.html %} | ||
{% if page.layout == 'inproceedings' %} {% include paper_google_scholar.html %}{% include paper_twitter_meta.html %} {% include paper_open_graph_meta.html %}{% endif %} | ||
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</head> | ||
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<header class="site-header"> | ||
|
||
<div class="wrapper"> | ||
<table> | ||
<tr> | ||
<td><a align="left" class="site-logo" href="http://proceedings.mlr.press" target=_top><img align="right" class="jmlr" src="/img/pmlr.png" border="0"></a> </td> | ||
<td><p class="site-title">{{ site.title }}</p></td> | ||
</tr> | ||
</table> | ||
<nav class="site-nav"> | ||
<a href="#" class="menu-icon"> | ||
<svg viewBox="0 0 18 15"> | ||
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</svg> | ||
</a> | ||
<div class="trigger"> | ||
<a class="page-link" href="/v{{ site.volume }}/">Volume {{site.volume}}</a> | ||
<a class="page-link" href="/">All Volumes</a> | ||
<a class="page-link" href="http://www.jmlr.org/">JMLR</a> | ||
<a class="page-link" href="http://www.jmlr.org/mloss">MLOSS</a> | ||
<a class="page-link" href="/faq.html">FAQ</a> | ||
<a class="page-link" href="/spec.html">Submission Format</a> | ||
<a class="page-link" href="{{site.url}}/{{ site.baseurl }}/feed.xml"> | ||
<img src="/img/RSS.gif" class="rss" alt="RSS Feed"> | ||
</a> | ||
</div> | ||
</nav> | ||
</div> | ||
</header> |
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<!-- Solution from http://stackoverflow.com/questions/31593297/using-execcommand-javascript-to-copy-hidden-text-to-clipboard --> | ||
<script type="text/javascript" | ||
src="/js/copy_input.js"> | ||
</script> | ||
<script type="text/javascript" | ||
src="https://ajax.googleapis.com/ajax/libs/jquery/2.1.1/jquery.min.js"></script> | ||
<script type="text/javascript" | ||
src="/js/download.js"></script> |
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<div class="paper"> | ||
<p class="title">{{ post.title }}</p> | ||
<p class="details"> | ||
<span class="authors"> | ||
{% assign lastone = post.author | last %} | ||
{% for person in post.author %} | ||
{% include listperson.html %} | ||
{% endfor %} | ||
</span>; | ||
<span class="info">PMLR {{ site.volume}}{% if post.number %}({{post.number}}){%endif%}:{% if post.firstpage %}{{ post.firstpage }}{% endif %}{% if post.lastpage %}-{{ post.lastpage }}{% endif %}</span> | ||
</p> | ||
<p class="links"> | ||
[<a href="{{ site.url }}{{ site.baseurl }}{{ post.url }}">abs</a>] | ||
[<a href="{{ post.pdf }}" target="_blank" onclick="ga('send', 'event', 'PDF Downloads', 'Download', {{ post.pdf}}, 10);">Download PDF</a>]{% if post.supplementary %}[<a href="{{ post.supplementary }}" target="_blank" onclick="ga('send', 'event', 'PDF Downloads', 'Download', {{ post.supplementary }}, 11);">Supplementary Material</a>]{% endif %}{% for extra in post.extras %}[<a href="{{ extra.link }}" target="_blank" onclick="ga('send', 'event', 'Extra Downloads', 'Download', '{{ extra.label }}', 12);">{{ extra.label }}</a>]{% endfor %} | ||
</p> | ||
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{% if person.url %}<a href="{{ person.url }}">{% endif %}{% if person.name %}{{ person.name }}{% elsif person.given %}{{ person.given }} {{ person.family }}{% endif %}{% if person.url %}</a>{% endif %}{% if person.institute %} {{ person.institute }}{% endif %}{% unless person == lastone %}, {% endunless %} |
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<script type="text/x-mathjax-config"> | ||
MathJax.Hub.Config({ | ||
TeX: { | ||
equationNumbers: { | ||
autoNumber: "AMS" | ||
} | ||
}, | ||
tex2jax: { | ||
inlineMath: [ ['$','$'] ], | ||
displayMath: [ ['$$','$$'] ], | ||
processEscapes: true, | ||
} | ||
}); | ||
</script> | ||
<script type="text/javascript" | ||
src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"> | ||
</script> |
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<article class="post-content"> | ||
<h1>{{ page.title }}</h1> | ||
{% include edit_link.html %} | ||
<div id="authors" class="authors"> | ||
{% assign lastone = page.author | last %} | ||
{% for person in page.author %} | ||
{% include listperson.html %} | ||
{% endfor %}; | ||
</div> | ||
<div id="info" class="authors"> | ||
{{ page.container-title }}, PMLR {{ page.volume }}{% if page.number %}({{page.number}}){%endif%}:{{ page.page }}, {{ page.issued.date-parts.first }}. | ||
</div> <!-- info --> | ||
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||
<h4>Abstract</h4> | ||
<div id="abstract" class="abstract"> | ||
{{ page.abstract }} | ||
</div> | ||
<h4>Related Material</h4> | ||
<div id="extras"> | ||
<ul> | ||
<li><a href="{{ page.pdf }}" target="_blank" onclick="ga('send', 'event', 'PDF Downloads', 'Download', '{{ page.pdf }}', 10);">Download PDF</a></li>{% if page.supplementary %} | ||
<li><a href="{{ page.supplementary }}" target="_blank" onclick="ga('send', 'event', 'PDF Downloads', 'Download', '{{ page.supplementary }}', 11);">Supplementary Material</a></li>{% endif %} | ||
{% for extra in page.extras %} | ||
<li><a href="{{ extra.link }}" target="_blank" onclick="ga('send', 'event', 'Extra Downloads', 'Download', '{{ extra.link }}', 12);">{{ extra.label }}</a></li> | ||
{% endfor %} | ||
</ul> | ||
</div> | ||
{{ content | markdownify }} | ||
</article> |
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{% if site.conference.publisher %}<meta name="citation_publisher" content="{{ site.conference.publisher }}"/>{% endif %} | ||
<meta name="citation_title" content="{{ page.title }}"/>{% if page.doi %} | ||
<meta name="citation_doi" content="{{ page.doi }}"/>{% endif %} | ||
<meta name="citation_language" content="en"/> | ||
<meta name="citation_abstract_html_url" content="{{site.url}}{{site.baseurl}}{{ page.url }}"/>{% if page.fulltext %} | ||
<meta name="citation_fulltext_html_url" content="{{ page.fulltext }}"/>{% endif %} | ||
<meta name="citation_pdf_url" content="{{ page.pdf }}"> | ||
<meta name="citation_firstpage" content="{{ page.firstpage }}"> | ||
<meta name="citation_lastpage" content="{{ page.lastpage }}">{% for author in page.author %} | ||
<meta name="citation_author" content="{{ author.given }} {{ author.family }}">{% if author.institute %} | ||
<meta name="citation_author_institution" content="{{ author.institute }}">{% endif %}{%if author.email %} | ||
<meta name="citation_author_email" content="{{ author.email }}">{% endif %}{% endfor %} | ||
<meta name="citation_publication_date" content="{{ site.published | date: "%Y/%m/%d" }}"> | ||
<meta name="citation_inbook_title" content="{{ site.conference.name }}"/>{% if site.conference.abbreviation %} | ||
<meta name="citation_conference_series_id" content="pmlr/{{ site.conference.abbreviation | downcase }}"/>{% endif %} | ||
<meta name="citation_conference_title" content="{{ site.conference.name }}"/>{% if site.conference.number %} | ||
<meta name="citation_conference_sequence_num" content="{{ site.conference.number }}"/>{% endif %}{% if site.conference.abbreviation %} | ||
<meta name="citation_conference_abbrev" content="{{ site.conference.abbreviation }}"/>{% endif %} | ||
<meta name="citation_issn" content="1938-7228">{% if false %} | ||
<meta name="citation_volume" content="{{ site.volume }}">{% if page.number %} | ||
<meta name="citation_issue" content="{{ page.number }}">{%endif%}{% endif %} | ||
|
||
<meta name="citation_pdf_url" content="{{ page.pdf }}"> | ||
|
||
{% if site.booktitle contains 'Proceedings of' %} | ||
<meta name="description" content="Electronic {{ site.booktitle }}"> | ||
{% else %} | ||
<meta name="description" content="Electronic Proceedings of {{ site.booktitle }}"> | ||
{% endif %} | ||
|
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