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    <title>Department of Mathematics and Statistics, Binghamton University people:qiao</title>
    <subtitle></subtitle>
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    <updated>2026-06-30T04:45:49-04:00</updated>
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    <entry>
        <title>people:qiao:correspondence</title>
        <link rel="alternate" type="text/html" href="http://www2.math.binghamton.edu/p/people/qiao/correspondence"/>
        <published>2015-03-24T09:46:26-04:00</published>
        <updated>2015-03-24T09:46:26-04:00</updated>
        <id>http://www2.math.binghamton.edu/p/people/qiao/correspondence</id>
        <summary>
&lt;p&gt;
Chong, see below:
&lt;/p&gt;

&lt;p&gt;
\begin{align}
\sup_{\alpha:|\alpha|\le 1} \sum_{i}\epsilon_i\left(\sum_j \alpha_j K_{ji}\right)=&amp;amp;\sup_{\alpha:|\alpha|\le 1}\epsilon&amp;#039;K\alpha \\
=&amp;amp;\sup_j |(\epsilon&amp;#039;K)_j|\\
=&amp;amp; \sup_j \sum_j K_{ji}|\epsilon_i|
\end{align}
&lt;/p&gt;

&lt;p&gt;
So if $\epsilon_i$ are all positive, this is correct.
&lt;/p&gt;

&lt;p&gt;
If $\epsilon_i$ are all negative, then it should be $\sup_j [-\sum_j K_{ji}\epsilon_i]$
&lt;/p&gt;
</summary>
    </entry>
    <entry>
        <title>Xingye Qiao</title>
        <link rel="alternate" type="text/html" href="http://www2.math.binghamton.edu/p/people/qiao/start"/>
        <published>2026-06-29T05:11:29-04:00</published>
        <updated>2026-06-29T05:11:29-04:00</updated>
        <id>http://www2.math.binghamton.edu/p/people/qiao/start</id>
        <summary>



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&lt;p&gt;
&lt;a href=&quot;http://www2.math.binghamton.edu/lib/exe/fetch.php?hash=009f0b&amp;amp;media=http%3A%2F%2Fpeople.math.binghamton.edu%2Fimages%2F%2Ffaculty%2Fqiao.jpg&quot; class=&quot;media&quot; title=&quot;http://people.math.binghamton.edu/images//faculty/qiao.jpg&quot;&gt;&lt;img src=&quot;http://www2.math.binghamton.edu/lib/exe/fetch.php?hash=009f0b&amp;amp;w=220&amp;amp;h=260&amp;amp;tok=cf1168&amp;amp;media=http%3A%2F%2Fpeople.math.binghamton.edu%2Fimages%2F%2Ffaculty%2Fqiao.jpg&quot; class=&quot;media&quot; title=&quot;qiao.jpg&quot; alt=&quot;qiao.jpg&quot; width=&quot;220&quot; height=&quot;260&quot; /&gt;&lt;/a&gt;
&lt;/p&gt;
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&lt;h2 class=&quot;sectionedit8&quot; id=&quot;xingye_qiao&quot;&gt;Xingye Qiao&lt;/h2&gt;
&lt;!-- EDIT8 SECTION &quot;Xingye Qiao&quot; [1622-] --&gt;&lt;/div&gt;&lt;!-- EDIT7 PLUGIN_WRAP_END [0-] --&gt;
&lt;p&gt;
Professor and Chair &lt;br/&gt;

Ph.D., 2010, University of North Carolina at Chapel Hill &lt;br/&gt;

At Binghamton since 2010 &lt;br/&gt;

&lt;strong&gt;Areas of Interest:&lt;/strong&gt; Statistics, machine learning, causal inference &lt;br/&gt;

&lt;a href=&quot;http://www2.math.binghamton.edu/p/research#qiao&quot; class=&quot;wikilink1&quot; title=&quot;research&quot;&gt; Summary of research interests &lt;/a&gt; &lt;br/&gt;

&lt;/p&gt;
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	&lt;tr class=&quot;row0&quot;&gt;
		&lt;td class=&quot;col0&quot;&gt; &lt;strong&gt;E-mail:&lt;/strong&gt; &lt;/td&gt;&lt;td class=&quot;col1&quot;&gt; xqiao@binghamton.edu, qiao@math.binghamton.edu &lt;/td&gt;
	&lt;/tr&gt;
	&lt;tr class=&quot;row1&quot;&gt;
		&lt;td class=&quot;col0 leftalign&quot;&gt; &lt;strong&gt;Office:&lt;/strong&gt;  &lt;/td&gt;&lt;td class=&quot;col1 leftalign&quot;&gt; WH 122       &lt;/td&gt;
	&lt;/tr&gt;
	&lt;tr class=&quot;row2&quot;&gt;
		&lt;td class=&quot;col0 leftalign&quot;&gt; &lt;strong&gt;Phone:&lt;/strong&gt;  &lt;/td&gt;&lt;td class=&quot;col1 leftalign&quot;&gt; (607) 777-2540               &lt;/td&gt;
	&lt;/tr&gt;
	&lt;tr class=&quot;row3&quot;&gt;
		&lt;td class=&quot;col0 leftalign&quot;&gt; &lt;strong&gt;Fax:&lt;/strong&gt;    &lt;/td&gt;&lt;td class=&quot;col1 leftalign&quot;&gt; (607) 777-2450             &lt;/td&gt;
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&lt;!-- EDIT1 TABLE [1504-2110] --&gt;&lt;ul&gt;
&lt;li class=&quot;level1&quot;&gt;&lt;div class=&quot;li&quot;&gt; &lt;strong&gt;Office hours:&lt;/strong&gt; &lt;/div&gt;
&lt;ul&gt;
&lt;li class=&quot;level2&quot;&gt;&lt;div class=&quot;li&quot;&gt; WH 122  W:  10:00 - 11:00 &lt;br/&gt;
&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class=&quot;level1&quot;&gt;&lt;div class=&quot;li&quot;&gt; &lt;strong&gt;Courses:&lt;/strong&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li class=&quot;level2&quot;&gt;&lt;div class=&quot;li&quot;&gt; &lt;strong&gt;Fall 2026&lt;/strong&gt; &lt;br/&gt;
&lt;br/&gt;
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	&lt;tr class=&quot;row0&quot;&gt;
		&lt;td class=&quot;col0&quot;&gt; Math 534 &lt;/td&gt;&lt;td class=&quot;col1&quot;&gt; Section 01 :&lt;/td&gt;&lt;td class=&quot;col2&quot;&gt; Practical Data Analysis &lt;/td&gt;
	&lt;/tr&gt;
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		&lt;td class=&quot;col0&quot;&gt; &lt;/td&gt;&lt;td class=&quot;col1&quot;&gt;TR 9:45 - 11:15 &lt;/td&gt;&lt;td class=&quot;col2&quot;&gt; WH-100E &lt;/td&gt;
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&lt;!-- EDIT14 TABLE [2233-2316] --&gt;&lt;/div&gt;&lt;!-- EDIT13 PLUGIN_WRAP_END [0-] --&gt;&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li class=&quot;level1&quot;&gt;&lt;div class=&quot;li&quot;&gt; &lt;strong&gt;Ph. D. Students:&lt;/strong&gt;&lt;/div&gt;
&lt;ul&gt;
&lt;li class=&quot;level2&quot;&gt;&lt;div class=&quot;li&quot;&gt; Baozhen Wang, Spring, 2025  &lt;br/&gt;
&lt;strong&gt;Thesis:&lt;/strong&gt; Conformal Prediction Methods for Distribution Shifts &amp;amp; Casual Effect Estimation&lt;/div&gt;
&lt;/li&gt;
&lt;li class=&quot;level2&quot;&gt;&lt;div class=&quot;li&quot;&gt; Xinhai Zhang, Summer, 2025  &lt;br/&gt;
&lt;strong&gt;Thesis:&lt;/strong&gt; Identification &amp;amp; Estimation of Conditional Average Treatment Effects under Unmeasured Confounding with Instrumental Variables&lt;/div&gt;
&lt;/li&gt;
&lt;li class=&quot;level2&quot;&gt;&lt;div class=&quot;li&quot;&gt; Zhou Wang, Summer, 2024  &lt;br/&gt;
&lt;strong&gt;Thesis:&lt;/strong&gt; Set-valued Classification and Conformal Prediction in Out-of-distribution Detection and Bandit Feedback Settings&lt;/div&gt;
&lt;/li&gt;
&lt;li class=&quot;level2&quot;&gt;&lt;div class=&quot;li&quot;&gt; Haomiao Meng, Spring, 2020  &lt;br/&gt;
&lt;strong&gt;Thesis:&lt;/strong&gt; Machine Learning Methods on Selected Topics of Precision Medicine&lt;/div&gt;
&lt;/li&gt;
&lt;li class=&quot;level2&quot;&gt;&lt;div class=&quot;li&quot;&gt; Chen Liang, Fall, 2019 (Co-advisor Ganggang Xu) &lt;br/&gt;
&lt;strong&gt;Thesis:&lt;/strong&gt; Goodness-of-fit Tests for Spatial Cluster Point Process Models&lt;/div&gt;
&lt;/li&gt;
&lt;li class=&quot;level2&quot;&gt;&lt;div class=&quot;li&quot;&gt; Wenbo Wang, Spring, 2019  &lt;br/&gt;
&lt;strong&gt;Thesis:&lt;/strong&gt; Set-Valued Classification Via Confidence Set Learning&lt;/div&gt;
&lt;/li&gt;
&lt;li class=&quot;level2&quot;&gt;&lt;div class=&quot;li&quot;&gt; Lin Yao, Spring, 2019 (Co-advisor Ganggang Xu) &lt;br/&gt;
&lt;strong&gt;Thesis:&lt;/strong&gt; James-Stein-Type Optimal Weight Choice for Frequentist Model Average Estimator&lt;/div&gt;
&lt;/li&gt;
&lt;li class=&quot;level2&quot;&gt;&lt;div class=&quot;li&quot;&gt; Qiyi Lu, Fall, 2015  &lt;br/&gt;
&lt;strong&gt;Thesis:&lt;/strong&gt; Learning Partially Labeled Data in the High-dimensional, Low-sample Size Setting&lt;/div&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;


&lt;hr /&gt;

&lt;p&gt;
I am also the chair of the Steering Committee of the &lt;a href=&quot;https://www.binghamton.edu/transdisciplinary-areas-of-excellence/data-science/index.html&quot; class=&quot;urlextern&quot; title=&quot;https://www.binghamton.edu/transdisciplinary-areas-of-excellence/data-science/index.html&quot;&gt;Data Science Transdisciplinary Area of Excellence&lt;/a&gt; at Binghamton University. Visit our &lt;a href=&quot;https://www.binghamton.edu/transdisciplinary-areas-of-excellence/data-science/index.html&quot; class=&quot;urlextern&quot; title=&quot;https://www.binghamton.edu/transdisciplinary-areas-of-excellence/data-science/index.html&quot;&gt;website&lt;/a&gt; to learn more about Data Science at Binghamton University.
&lt;/p&gt;

&lt;p&gt;
Here&amp;#039;s a link to my &lt;a href=&quot;http://people.math.binghamton.edu/qiao&quot; class=&quot;urlextern&quot; title=&quot;http://people.math.binghamton.edu/qiao&quot;&gt;personal web page&lt;/a&gt; with more information.
&lt;/p&gt;
</summary>
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