october presentations

Author: celrm

_bibliography/preprints.bib

@@ -40,4 +40,5 @@ @misc{fischer2022lotteryticketsnonzerobiases
       primaryClass={cs.LG},
       url={https://arxiv.org/abs/2110.11150}, 
       code={https://github.com/RelationalML/NonZeroBiases},
+      img={nonzerobiases.png}
 }

_bibliography/references.bib

@@ -30,7 +30,8 @@ @inproceedings{ pham2025the
 url={https://openreview.net/forum?id=EEZLBhyer1},
 pdf={https://openreview.net/pdf?id=EEZLBhyer1},
 abstract={Sparse neural networks promise efficiency, yet training them effectively remains a fundamental challenge. Despite advances in pruning methods that create sparse architectures, understanding why some sparse structures are better trainable than others with the same level of sparsity remains poorly understood. Aiming to develop a systematic approach to this fundamental problem, we propose a novel theoretical framework based on the theory of graph limits, particularly graphons, that characterizes sparse neural networks in the infinite-width regime. Our key insight is that connectivity patterns of sparse neural networks induced by pruning methods converge to specific graphons as networks' width tends to infinity, which encodes implicit structural biases of different pruning methods. We postulate the Graphon Limit Hypothesis and provide empirical evidence to support it. Leveraging this graphon representation, we derive a Graphon Neural Tangent Kernel (Graphon NTK) to study the training dynamics of sparse networks in the infinite width limit. Graphon NTK provides a general framework for the theoretical analysis of sparse networks. We empirically show that the spectral analysis of Graphon NTK correlates with observed training dynamics of sparse networks, explaining the varying convergence behaviours of different pruning methods. Our framework provides theoretical insights into the impact of connectivity patterns on the trainability of various sparse network architectures.},
-img={graphons.png}
+img={graphons.png},
+spotlight={true}
 }
 
 @inproceedings{jacobs2025mirror,
@@ -125,7 +126,8 @@ @inproceedings{
 author={Shiwei Liu and Kai Han and Adriana Fernandez-Lopez and Ajay Kumar Jaiswal and Zahra Atashgahi and Boqian Wu and Edoardo Ponti and Callie Hao and Rebekka Burkholz and Olga Saukh and Lu Yin and Andreas Zinonos and Tianjin Huang and Jared Tanner and Yunhe Wang},
 booktitle={NeurIPS 2024 Competition Track},
 year={2024},
-url={https://openreview.net/forum?id=jeCMRoIn15}
+url={https://openreview.net/forum?id=jeCMRoIn15},
+img={edgeAIchallenge.png}
 }
 
 @inproceedings{

_data/news.yml

@@ -1,6 +1,12 @@
 - date: 10. November 2025
   headline: "Celia and Tom are presenting at the Workshop on Geometry, Topology, and Machine Learning ([GTML](https://www.mis.mpg.de/events/series/workshop-on-geometry-topology-and-machine-learning-gtml-2025)) in Leipzig."
 
+- date: 29. October 2025
+  headline: "Celia is presenting her work on graph rewiring at the [GLOW](https://sites.google.com/view/graph-learning-on-weds/events) online seminar."
+
+- date: 23. October 2025
+  headline: "Tom is presenting his work on implicit regularization at [AIM](https://aimath.nl/index.php/2025/08/27/phd-event/)'s event in Utrecht."
+  
 - date: 8. October 2025
   headline: "Baraah is presenting her work on game-aware optimization at the [Shocklab](https://shocklab.net/seminars/) online seminar."
 
@@ -11,7 +17,7 @@
   headline: "Three papers 
   [(1)](https://openreview.net/forum?id=XKnOA7MhCz)
   [(2)](https://openreview.net/forum?id=iwKT7MEZZw)
-  [(3)](https://openreview.net/forum?id=EEZLBhyer1)
+  [(3-Spotlight)](https://openreview.net/forum?id=EEZLBhyer1)
    have been accepted at NeurIPS 2025, and [one](https://sites.google.com/wimlworkshop.org/wimlworkshopneurips2025/program) at the WiML Workshop."
 
 - date: 15. September 2025
@@ -21,7 +27,7 @@
   headline: "Tom is presenting his work on implicit regularization at [Cohere Labs](https://cohere.com/events/Cohere-Labs-Tom-Jacobs-2025): Open Science Community ([video](/outreach#tom-jacobs--cohere-labs-aug-14-2025))."
 
 - date: 12. June 2025
-  headline: "Tom is attending the AI & Mathematics Workshop ([AIM](https://aimath.nl/index.php/2025/03/13/4th-aim-cluster-event-tilburg/)) at Tilburg University."
+  headline: "Tom is attending the AI & Mathematics Workshop ([AIM](https://aimath.nl/index.php/2025/03/13/4th-aim-cluster-event-tilburg/)) in Tilburg."
 
 - date: 2. June 2025
   headline: "Rebekka and Celia are presenting at [NetSci](https://netsci2025.github.io/) in Maastricht with a [satellite keynote](/outreach#netbiomed-2025-keynote-jun-2-2025) and a lightning talk."
@@ -39,7 +45,7 @@
   headline: "Welcome Baraah!"
 
 - date: 24. March 2025
-  headline: "Rebekka is at [CPAL](https://cpal.cc/spotlight_track/) presenting three [papers](/publications) as recent spotlights."
+  headline: "Rebekka is at [CPAL](https://cpal.cc/spotlight_track/) presenting three papers as recent spotlights."
 
 - date: 13. February 2025
   headline: "Celia is presenting her work on graph rewiring at [Cohere Labs](https://cohere.com/events/cohere-for-ai-Celia-Rubio-Madrigal-2025): Open Science Community ([video](/outreach#celia-rubio-madrigal--cohere-labs-feb-13-2025))."
@@ -54,7 +60,7 @@
   headline: "Welcome to Gowtham and Nik!"
 
 - date: 25. December 2024
-  headline: "Celia, Adarsh, Nimrah, and Rebekka are presenting their work at the [ELLIS Pre-NeurIPS](https://lacoco-lab.github.io/events/PreNeurIPS2024/) Session in Saarbrücken."
+  headline: "Celia, Adarsh, Nimrah, and Rebekka have posters at the [ELLIS Pre-NeurIPS](https://lacoco-lab.github.io/events/PreNeurIPS2024/) Session in Saarbrücken."
 
 - date: 25. September 2024
   headline: "Three papers 

_site/images/publications/edgeAIchallenge.png

@@ -135,23 +135,23 @@ <h3>News</h3>
 
 <hr/>
 
-<b>08 Oct 2025</b>
-<p>Baraah is presenting her work on game-aware optimization at the <a href="https://shocklab.net/seminars/">Shocklab</a> online seminar.</p>
+<b>29 Oct 2025</b>
+<p>Celia is presenting her work on graph rewiring at the <a href="https://sites.google.com/view/graph-learning-on-weds/events">GLOW</a> online seminar.</p>
 
 <hr/>
 
-<b>06 Oct 2025</b>
-<p>Welcome to Adnan (University of Calgary) and Levy (University of Campinas) for research stays. Furthermore, Prof. <a href="https://yani.ai/">Yani Ioannou</a> (University of Calgary) is visiting us for a talk on sparse training.</p>
+<b>23 Oct 2025</b>
+<p>Tom is presenting his work on implicit regularization at <a href="https://aimath.nl/index.php/2025/08/27/phd-event/">AIM</a>’s event in Utrecht.</p>
 
 <hr/>
 
-<b>18 Sep 2025</b>
-<p>Three papers <a href="https://openreview.net/forum?id=XKnOA7MhCz">(1)</a> <a href="https://openreview.net/forum?id=iwKT7MEZZw">(2)</a> <a href="https://openreview.net/forum?id=EEZLBhyer1">(3)</a> have been accepted at NeurIPS 2025, and <a href="https://sites.google.com/wimlworkshop.org/wimlworkshopneurips2025/program">one</a> at the WiML Workshop.</p>
+<b>08 Oct 2025</b>
+<p>Baraah is presenting her work on game-aware optimization at the <a href="https://shocklab.net/seminars/">Shocklab</a> online seminar.</p>
 
 <hr/>
 
-<b>15 Sep 2025</b>
-<p>Rebekka and Celia are presenting at the Workshop on Mining and Learning with Graphs (<a href="https://mlg-europe.github.io/2025/">MLG</a>) in Porto with a keynote and two posters, respectively.</p>
+<b>06 Oct 2025</b>
+<p>Welcome to Adnan (University of Calgary) and Levy (University of Campinas) for research stays. Furthermore, Prof. <a href="https://yani.ai/">Yani Ioannou</a> (University of Calgary) is visiting us for a talk on sparse training.</p>
 
 <hr/>
 

_site/images/publications/nonzerobiases.png

@@ -82,6 +82,16 @@ <h4>10 November 2025</h4>
 
 <hr />
 
+<h4>29 October 2025</h4>
+<p>Celia is presenting her work on graph rewiring at the <a href="https://sites.google.com/view/graph-learning-on-weds/events">GLOW</a> online seminar.</p>
+
+<hr />
+
+<h4>23 October 2025</h4>
+<p>Tom is presenting his work on implicit regularization at <a href="https://aimath.nl/index.php/2025/08/27/phd-event/">AIM</a>’s event in Utrecht.</p>
+
+<hr />
+
 <h4>08 October 2025</h4>
 <p>Baraah is presenting her work on game-aware optimization at the <a href="https://shocklab.net/seminars/">Shocklab</a> online seminar.</p>
 
@@ -93,7 +103,7 @@ <h4>06 October 2025</h4>
 <hr />
 
 <h4>18 September 2025</h4>
-<p>Three papers <a href="https://openreview.net/forum?id=XKnOA7MhCz">(1)</a> <a href="https://openreview.net/forum?id=iwKT7MEZZw">(2)</a> <a href="https://openreview.net/forum?id=EEZLBhyer1">(3)</a> have been accepted at NeurIPS 2025, and <a href="https://sites.google.com/wimlworkshop.org/wimlworkshopneurips2025/program">one</a> at the WiML Workshop.</p>
+<p>Three papers <a href="https://openreview.net/forum?id=XKnOA7MhCz">(1)</a> <a href="https://openreview.net/forum?id=iwKT7MEZZw">(2)</a> <a href="https://openreview.net/forum?id=EEZLBhyer1">(3-Spotlight)</a> have been accepted at NeurIPS 2025, and <a href="https://sites.google.com/wimlworkshop.org/wimlworkshopneurips2025/program">one</a> at the WiML Workshop.</p>
 
 <hr />
 
@@ -108,7 +118,7 @@ <h4>14 August 2025</h4>
 <hr />
 
 <h4>12 June 2025</h4>
-<p>Tom is attending the AI &amp; Mathematics Workshop (<a href="https://aimath.nl/index.php/2025/03/13/4th-aim-cluster-event-tilburg/">AIM</a>) at Tilburg University.</p>
+<p>Tom is attending the AI &amp; Mathematics Workshop (<a href="https://aimath.nl/index.php/2025/03/13/4th-aim-cluster-event-tilburg/">AIM</a>) in Tilburg.</p>
 
 <hr />
 
@@ -138,7 +148,7 @@ <h4>01 May 2025</h4>
 <hr />
 
 <h4>24 March 2025</h4>
-<p>Rebekka is at <a href="https://cpal.cc/spotlight_track/">CPAL</a> presenting three <a href="/publications">papers</a> as recent spotlights.</p>
+<p>Rebekka is at <a href="https://cpal.cc/spotlight_track/">CPAL</a> presenting three papers as recent spotlights.</p>
 
 <hr />
 
@@ -158,7 +168,7 @@ <h4>01 December 2024</h4>
 <hr />
 
 <h4>25 December 2024</h4>
-<p>Celia, Adarsh, Nimrah, and Rebekka are presenting their work at the <a href="https://lacoco-lab.github.io/events/PreNeurIPS2024/">ELLIS Pre-NeurIPS</a> Session in Saarbrücken.</p>
+<p>Celia, Adarsh, Nimrah, and Rebekka have posters at the <a href="https://lacoco-lab.github.io/events/PreNeurIPS2024/">ELLIS Pre-NeurIPS</a> Session in Saarbrücken.</p>
 
 <hr />
 

_site/index.html

@@ -233,7 +233,7 @@ <h2 id="accepted-papers">Accepted papers</h2>
         </div>
 
           <!-- Links/Buttons -->
-        <div class="links"><a class="conf btn btn-sm z-depth-0">NeurIPS</a><a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
+        <div class="links"><a class="conf btn btn-sm z-depth-0">NeurIPS</a><a class="yellow btn btn-sm z-depth-0">Spotlight</a><a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
             <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
             <!-- <a href="https://openreview.net/pdf?id=EEZLBhyer1" class="btn btn-sm z-depth-0" role="button">PDF</a> -->
           </div>
@@ -640,7 +640,12 @@ <h2 id="accepted-papers">Accepted papers</h2>
 
 
   <div class="row" style="margin-top: 30px;" id="bib-liu2024edgellms" authors="LiuHanFernandez-LopezJaiswalAtashgahiWuPontiHaoBurkholzSaukhYinZinonosHuangTannerWang">
-        <div class="preview"><img class="preview z-depth-1 rounded" src="/images/publications/default.png" /></div>
+        <div class="preview"><img class="preview z-depth-1 rounded" src="/images/publications/edgeAIchallenge.png" />
+            <!-- include figure.html
+            path=entry_path
+            class="preview z-depth-1 rounded"
+            zoomable=false
+            alt=entry.img --></div>
         <!-- Entry bib key -->
         <div id="liu2024edgellms" class="col-sm-10">
         <!-- Title -->
@@ -675,7 +680,7 @@ <h2 id="accepted-papers">Accepted papers</h2>
   <span class="na">author</span> <span class="p">=</span> <span class="s">{Liu, Shiwei and Han, Kai and Fernandez-Lopez, Adriana and Jaiswal, Ajay Kumar and Atashgahi, Zahra and Wu, Boqian and Ponti, Edoardo and Hao, Callie and Burkholz, Rebekka and Saukh, Olga and Yin, Lu and Zinonos, Andreas and Huang, Tianjin and Tanner, Jared and Wang, Yunhe}</span><span class="p">,</span>
   <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{NeurIPS 2024 Competition Track}</span><span class="p">,</span>
   <span class="na">year</span> <span class="p">=</span> <span class="s">{2024}</span><span class="p">,</span>
-  <span class="na">url</span> <span class="p">=</span> <span class="s">{https://openreview.net/forum?id=jeCMRoIn15}</span>
+  <span class="na">url</span> <span class="p">=</span> <span class="s">{https://openreview.net/forum?id=jeCMRoIn15}</span><span class="p">,</span>
 <span class="p">}</span></code></pre></figure>
           </div>
         </div>
@@ -1530,7 +1535,12 @@ <h2 id="pre-prints">Pre-prints</h2>
 
 
   <div class="row" style="margin-top: 30px;" id="bib-fischer2022lotteryticketsnonzerobiases" authors="FischerGadhikarBurkholz">
-        <div class="preview"><img class="preview z-depth-1 rounded" src="/images/publications/default.png" /></div>
+        <div class="preview"><img class="preview z-depth-1 rounded" src="/images/publications/nonzerobiases.png" />
+            <!-- include figure.html
+            path=entry_path
+            class="preview z-depth-1 rounded"
+            zoomable=false
+            alt=entry.img --></div>
         <!-- Entry bib key -->
         <div id="fischer2022lotteryticketsnonzerobiases" class="col-sm-10">
         <!-- Title -->