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<!DOCTYPE html>
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<title>ICBINB - Crack open the research process</title>
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<a href="index.html" class="w-nav-link"> ICBINB</a>
<a href="vision-mission-statement.html" class="w-nav-link"> Vision & Mission</a>
<a href="workshops.html" class="w-nav-link"> Workshops</a>
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<h1 id="headline" class="heading">ICBINB: Crack open the research process</h1>
</div>
</div>
<section id="news" class="header2">
<div class="w-container">
<h4 class="heading-2">News</h4>
<p class="paragraph-6">
[Dec/2025] The <a href="https://sites.google.com/view/icbinb-2026/home">next ICBINB workshop</a> takes place at ICLR 2026! This year's theme: Where large language models need to improve. <br>
[Dec/2024] We are organizing the <a href="https://sites.google.com/view/icbinb-2025/home">next ICBINB workshop</a> at ICLR 2025! We will take a deep into the pitfalls and challenges of applied deep learning.<br>
[Jun/2023] The <a href="https://sites.google.com/view/icbinb-2023">ICBINB workshop</a> will be back at NeurIPS 2023! This time with a focus on failure modes of foundation models. <br>
[Jan/2023] The talks of our NeurIPS 2022 workshop are now online. Watch them <a href="https://neurips.cc/virtual/2023/workshop/66506">here</a>!<br>
<!--[Nov/2022] We have launched the ICBINB Repository of Unexpected Negative Results. Feedback and suggestions are welcomed.-->
</p>
</div>
</section>
<section id="what" class="header2">
<div class="w-container">
<h4 class="heading-2">What is ICBINB?</h4>
<p class="paragraph-6">The ICBINB initiative is a movement within the ML community for well-executed meaningful
research beyond bold numbers. The goals of the initiative are to crack open the research process, to re-value
unexpected negative results, question well-established default practices, and advance the understanding,
elegance, and diversity of the field as opposed to focusing solely on the outcome and just rewarding approaches
that beat previous works on a given benchmark.<br>
</p>
</div>
</section>
<section id="objectives" class="header2">
<div class="w-container">
<h4 class="heading-2">Objectives</h4>
<p class="paragraph-6">
The three pillars of such an initiative include:
<ol>
<li><b>Shed light on the research process:</b> sharing stories about how research is really done behind the
curtains, encouraging transparency and reproducibility.
</li>
<li><b>Provide a platform for high-quality but under-valued ML research:</b> showcase, disseminate, and support
valuable work that is currently under-represented given publication incentives. This includes negative
results/failed attempts, simple approaches that work well in practice, and applied work.</li>
<li><b>Develop an inclusive and welcoming community</b> of researchers and practitioners that share the same
values to support and help each other to conduct deep high-impact research. Encourage meta-dialog on how we
should be conducting top-tier ML research.</li>
</ol>
</p>
</div>
</section>
<section id="what" class="header2">
<div class="w-container">
<h4 class="heading-2">Who we are</h4>
<p class="paragraph-6">Here our wonderful team of volunteers! None of this would be possible without their
help.</p>
<h5 class="heading-3">Team members</h5>
<div class="gallery-container">
<div class="gallery-item">
<img src="images/aaron-schein-300x300.jpg" class="portrait" alt="Aaron Schein">
<p class="name">Aaron Schein</p>
<p class="affiliation">Columbia University</p>
</div>
<div class="gallery-item">
<img src="images/arno_blaas-225x300.jpg" class="portrait" alt="Arno Blaas">
<p class="name">Arno Blaas</p>
<p class="affiliation">Apple</p>
</div>
<div class="gallery-item">
<img src="images/andreas-kriegler.png" class="portrait" alt="Aaron Schein">
<p class="name">Andreas Kriegler</p>
<p class="affiliation">Technical University of Vienna</p>
</div>
<div class="gallery-item">
<img src="images/david-rohde-287x300.png" class="portrait" alt="David Rohde">
<p class="name">David Rohde</p>
<p class="affiliation">Criteo AI Lab</p>
</div>
<div class="gallery-item">
<img src="images/fan-feng-206x246.jpg" class="portrait" alt="Fan Feng">
<p class="name">Fan Feng</p>
<p class="affiliation">City University of Hong Kong</p>
</div>
<div class="gallery-item">
<img src="images/francisco_j_r_ruiz-250x300.jpg" class="portrait" alt="Francisco J.R. Ruiz">
<p class="name">Francisco J.R. Ruiz</p>
<p class="affiliation">DeepMind</p>
</div>
<div class="gallery-item">
<img src="images/ian_mason-195x246.jpeg" class="portrait" alt="Ian Mason">
<p class="name">Ian Mason</p>
<p class="affiliation">Fujitsu Research</p>
</div>
<div class="gallery-item">
<img src="images/javier_altoran-300x289.jpeg" class="portrait" alt="Javier Altoran">
<p class="name">Javier Altoran</p>
<p class="affiliation">University of Cambridge</p>
</div>
<div class="gallery-item">
<img src="images/jessica_forde-300x300.jpeg" class="portrait" alt="Jessica Forde">
<p class="name">Jessica Forde</p>
<p class="affiliation">Brown University</p>
</div>
<div class="gallery-item">
<img src="images/luca_zapella-263x300.jpeg" class="portrait" alt="Luca Zapella">
<p class="name">Luca Zapella</p>
<p class="affiliation">Apple</p>
</div>
<div class="gallery-item">
<img src="images/kelly-buchanan.png" class="portrait" alt="Luca Zapella">
<p class="name">Kelly Buchanan</p>
<p class="affiliation">Columbia University</p>
</div>
<div class="gallery-item">
<img src="images/manuel_haussmann-207x300.jpg" class="portrait" alt="Manuel Haussmann">
<p class="name">Manuel Haussmann</p>
<p class="affiliation">University of Southern Denmark</p>
</div>
<div class="gallery-item">
<img src="images/melanie_f_pradier-200x300.jpg" class="portrait" alt="Melanie F. Pradier">
<p class="name">Melanie F. Pradier</p>
<p class="affiliation">Microsoft Research</p>
</div>
<div class="gallery-item">
<img src="images/nicola_branchini-250x300-2.png" class="portrait" alt="Nicola Branchini">
<p class="name">Nicola Branchini</p>
<p class="affiliation">University of Edinburgh</p>
</div>
<div class="gallery-item">
<img src="images/nikolai_rozanov.jpeg" class="portrait" alt="Nikolai Rozanov">
<p class="name">Nikolai Rozanov</p>
<p class="affiliation">Imperial College London</p>
</div>
<div class="gallery-item">
<img src="images/priya_dcosta.jpg" class="portrait" alt="Priya D'Costa">
<p class="name">Priya D'Costa</p>
<p class="affiliation">SAP</p>
</div>
<div class="gallery-item">
<img src="images/rui-yang.png" class="portrait" alt="Nicola Branchini">
<p class="name">Rui Yang</p>
<p class="affiliation">Cornell University</p>
</div>
<div class="gallery-item">
<img src="images/sahra_ghalebikesabi-300x300-2.jpg" class="portrait" alt="Sahra Ghalebikesabi">
<p class="name">Sahra Ghalebikesabi</p>
<p class="affiliation">University of Oxford</p>
</div>
<div class="gallery-item">
<img src="images/sonali-parbhoo.jpg" class="portrait" alt="Sonali Parbhoo">
<p class="name">Sonali Parbhoo</p>
<p class="affiliation">Imperial College London</p>
</div>
<div class="gallery-item">
<img src="images/stephanie-hyland-300x300.jpg" class="portrait" alt="Stephanie Hyland">
<p class="name">Stephanie Hyland</p>
<p class="affiliation">Microsoft Research</p>
</div>
<div class="gallery-item">
<img src="images/tobias_uelwer-300x300.jpg" class="portrait" alt="Tobias Uelwer">
<p class="name">Tobias Uelwer</p>
<p class="affiliation">Microsoft</p>
</div>
<div class="gallery-item">
<img src="images/vincent-fortuin-300x300.jpg" class="portrait" alt="Vincent Fortuin">
<p class="name">Vincent Fortuin</p>
<p class="affiliation">University of Cambridge</p>
</div>
<div class="gallery-item">
<img src="images/wenbin_zhang-276x300.png" class="portrait" alt="Wenbin Zhang">
<p class="name">Wenbin Zhang</p>
<p class="affiliation">Carnegie Mellon University</p>
</div>
<div class="gallery-item">
<img src="images/yubin_xie-300x300.jpg" class="portrait" alt="Yubin Xie">
<p class="name">Yubin Xie</p>
<p class="affiliation">Cornell University/MSKCC</p>
</div>
<div class="gallery-item">
<img src="images/zhaoying_pan.png" class="portrait" alt="Zhaoying Pan">
<p class="name">Zhaoying Pan</p>
<p class="affiliation">Purdue University</p>
</div>
</div>
<h5 class="heading-3">Advisors</h5>
<div class="gallery-container">
<div class="gallery-item">
<img src="images/advisors/david_blei-216x300.jpg" class="portrait" alt="David Blei">
<p class="name">David Blei</p>
<p class="affiliation">Columbia University</p>
</div>
<div class="gallery-item">
<img src="images/advisors/max_welling-289x300.jpg" class="portrait" alt="Max Welling">
<p class="name">Max Welling</p>
<p class="affiliation">Amsterdam University & MSR</p>
</div>
<div class="gallery-item">
<img src="images/advisors/robert_williamson-216x300.jpg" class="portrait" alt="Robert Williamson">
<p class="name">Robert Williamson</p>
<p class="affiliation">Tübingen University</p>
</div>
<div class="gallery-item">
<img src="images/advisors/tamara_broderick-300x280.jpg" class="portrait" alt="Tamara Broderick">
<p class="name">Tamara Broderick</p>
<p class="affiliation">MIT</p>
</div>
</div>
<h5 class="heading-3">Former advisors</h5>
<div class="gallery-container">
<div class="gallery-item">
<img src="images/advisors/hanna_wallach-180x180.jpg" class="portrait" alt="Hanna Wallach">
<p class="name">Hanna Wallach</p>
<p class="affiliation">Microsoft Research</p>
</div>
<div class="gallery-item">
<img src="images/advisors/isabel_valera-300x272.png" class="portrait" alt="Isabel Valera">
<p class="name">Isabel Valera</p>
<p class="affiliation">Saarland University</p>
</div>
</div>
</section>
<section id="believe" class="header2">
<div class="w-container">
<h4 class="heading-2">What we believe</h4>
<p class="paragraph-6">
<ol>
<li><b>Process</b> over outcome
</li>
<li><b>Deep understanding:</b> of experimental results</li>
<li>Intellectual and methodological <b>transparency</b></li>
<li><b>Depth</b> over breadth</li>
<li><b>Collaboration</b> and <b>peer support</b></li>
</ol>
</p>
</div>
</section>
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<div class="text-block">Copyright © 2025 ICBINB Initiative. All rights reserved.<br>Designed by Yubin Xie.</div>
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