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‎_bibliography/references.bib

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editor = {Krause, Andreas and Brunskill, Emma and Cho, Kyunghyun and Engelhardt, Barbara and Sabato, Sivan and Scarlett, Jonathan},
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volume = {202},
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series = {Proceedings of Machine Learning Research},
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month = {23--29 Jul},
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publisher = {PMLR},
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pdf = {https://proceedings.mlr.press/v202/gadhikar23a/gadhikar23a.pdf},
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url = {https://proceedings.mlr.press/v202/gadhikar23a.html},
@@ -155,7 +154,6 @@ @InProceedings{pmlr-v162-burkholz22a
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editor = {Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan},
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volume = {162},
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series = {Proceedings of Machine Learning Research},
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month = {17--23 Jul},
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publisher = {PMLR},
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pdf = {https://proceedings.mlr.press/v162/burkholz22a/burkholz22a.pdf},
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url = {https://proceedings.mlr.press/v162/burkholz22a.html},

‎_config.yml

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scholar:
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style: apa
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bibliography_template: bib
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filtered_bibtex_keywords: [abbr, abstract, arxiv, bibtex_show, html, pdf, selected, supp, blog, code, poster, slides, website, preview, altmetric, spotlight, oral]
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filtered_bibtex_keywords: [img, abbr, abstract, arxiv, bibtex_show, html, pdf, selected, supp, blog, code, poster, slides, website, preview, altmetric, spotlight, oral]
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# Conversion
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markdown: kramdown

‎_data/news.yml

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- date: 22. January 2025
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headline: "Two papers accepted at ICLR 2025! (see [publications](/publications))"
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headline: "Two papers
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[(1)](https://openreview.net/forum?id=g6v09VxgFw)
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[(2)](https://openreview.net/forum?id=U47ymTS3ut)
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have been accepted at ICLR 2025 (see [publications](/publications))."
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- date: 1. December 2024
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headline: "Welcome to Gowtham and Nik!"
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- date: 25. September 2024
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headline: "Our three papers were accepted at NeurIPS 2024."
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headline: "Three papers
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[(1)](https://openreview.net/forum?id=EMkrwJY2de)
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[(2)](https://openreview.net/forum?id=IfZwSRpqHl)
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[(3)](https://openreview.net/forum?id=FNtsZLwkGr)
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have been accepted at NeurIPS 2024."
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- date: 1. July 2024
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headline: "Welcome to Chao, Rahul, and Dong!"
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- date: 14. June 2024
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headline: "Celia and Adarsh are presenting at the Helmholtz AI Conference: AI for Science ([HAICON](https://eventclass.it/haic2024/scientific/external-program/session?s=S-05a))."
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- date: 1. May 2024
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headline: "[Our paper](https://openreview.net/forum?id=Sjv5RcqfuH) was accepted at ICML 2024."
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headline: "Our paper on [improving GATs](https://openreview.net/forum?id=Sjv5RcqfuH) has been accepted at ICML 2024."
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- date: 1. February 2024
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headline: Welcome Tom!
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- date: 16. January 2024
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headline: "Our two papers [(1-Spotlight)](https://openreview.net/forum?id=qODvxQ8TXW) [(2)](https://openreview.net/forum?id=wOSYMHfENq) were accepted at ICLR 2024."
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headline: "Two papers [(1-Spotlight)](https://openreview.net/forum?id=qODvxQ8TXW) [(2)](https://openreview.net/forum?id=wOSYMHfENq) have been accepted at ICLR 2024."
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- date: 1. October 2023
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headline: Welcome Celia!
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- date: 21. September 2023
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headline: "Our paper on [balancing GATs](https://openreview.net/forum?id=qY7UqLoora) was accepted at NeurIPS 2023."
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headline: "Our paper on [balancing GATs](https://openreview.net/forum?id=qY7UqLoora) has been accepted at NeurIPS 2023."
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- date: 5. September 2023
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headline: "We have received an ERC starting grant! [SPARSE-ML](https://cispa.de/en/erc-burkholz)"
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headline: "We have received an ERC starting grant: [SPARSE-ML](https://cispa.de/en/erc-burkholz)."
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- date: 24. April 2023
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headline: "Our paper on [random pruning](https://openreview.net/forum?id=cKYIyT9wvo) was accepted at ICML 2023."
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headline: "Our paper on [random pruning](https://openreview.net/forum?id=cKYIyT9wvo) has been accepted at ICML 2023."

‎_data/team_members.yml

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start_date: May 2024
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email: [email protected]
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url: https://chaoedisonzhouucl.github.io/
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description: "My recent research interests include Science4AI, representation learning and generative machine learning."
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- name: Dr. Gowtham Abbavaram
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last_name: Abbavaram
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photo: c01goab.jpg
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email: [email protected]
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url: https://gautam0707.github.io/
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description: "My research focuses on causality inspired machine learning and statistical causal inference."
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- role: PhD students
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members:
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start_date: Apr 2022
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email: [email protected]
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url: https://advaitgadhikar.github.io/
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description: "I work on building provable algorithms for deep learning and am currently interested in algorithms related to sparsity in neural nets. Specifically I am interested in the Lottery Ticket Hypothesis and how it can help identify the underlying structure of a learnt network."
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- name: Nimrah Mustafa
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email: [email protected]
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url: https://celrm.github.io/
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description: "My research focuses on generalization challenges in graph learning, particularly how input graphs serve as both data and computational models, and the implications of modifying them under different criteria."
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- name: Tom Jacobs
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url: https://cispa.de/en/people/c01dosu
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- role: Research engineer
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- role: Research engineers
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members:
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- name: Nikita (Nik) Vedeneev
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last_name: Vedeneev

‎_pages/home.md

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# Relational ML Lab
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We are an ML research group led by [Dr. Rebekka Burkholz](https://sites.google.com/view/rebekkaburkholz). We invite you to explore our [research interests](research) and our latest [publications](publications) in top-tier conferences (NeurIPS, ICML, ICLR).
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We are an ML research group led by [Dr. Rebekka Burkholz](https://sites.google.com/view/rebekkaburkholz). We invite you to explore our [research](research) interests and our latest [publications](publications) in top-tier conferences (NeurIPS, ICML, ICLR).
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We are part of the [CISPA Helmholtz Center for Information Security](https://cispa.de), at the [Saarland University](https://www.uni-saarland.de) campus in Saarbrücken, Germany.

‎_pages/team.md

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<h4>{{ member.name }}</h4>
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[Homepage]({{ member.url }})
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| [Email](mailto:{{ member.email }})
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<br>
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{% if member.description %} | <a class="membercv" role="button">Description</a> {% endif %} <br>
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<i>since {{ member.start_date }}</i>
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{% if member.description %}
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{{ member.description }}
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{% endif %}
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>{% if member.url %}<a href="{{ member.url }}">{{ member.name }}</a>{% else %}{{ member.name }}{% endif %}:
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<i>{{ member.start_date }} - {{ member.end_date }}</i>.</li>
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<i>{{ member.start_date }}-{{ member.end_date }}</i
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>{% for next in member.next %} ⇢ {{ next }}{% endfor %}.
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</li>
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</ul>
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</div>

‎_site/css/main.css

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‎_site/css/main.css.map

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‎_site/index.html

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<h1 id="relational-ml-lab">Relational ML Lab</h1>
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<p>We are an ML research group led by <a href="https://sites.google.com/view/rebekkaburkholz">Dr. Rebekka Burkholz</a>. We invite you to explore our <a href="research">research interests</a> and our latest <a href="publications">publications</a> in top-tier conferences (NeurIPS, ICML, ICLR).</p>
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<p>We are an ML research group led by <a href="https://sites.google.com/view/rebekkaburkholz">Dr. Rebekka Burkholz</a>. We invite you to explore our <a href="research">research</a> interests and our latest <a href="publications">publications</a> in top-tier conferences (NeurIPS, ICML, ICLR).</p>
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<p>We are part of the <a href="https://cispa.de">CISPA Helmholtz Center for Information Security</a>, at the <a href="https://www.uni-saarland.de">Saarland University</a> campus in Saarbrücken, Germany.</p>
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<div class="well">
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<b>22 Jan 2025</b>
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<p>Two papers accepted at ICLR 2025! (see <a href="/publications">publications</a>)</p>
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<p>Two papers <a href="https://openreview.net/forum?id=g6v09VxgFw">(1)</a> <a href="https://openreview.net/forum?id=U47ymTS3ut">(2)</a> have been accepted at ICLR 2025 (see <a href="/publications">publications</a>).</p>
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<b>25 Sep 2024</b>
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<p>Our three papers were accepted at NeurIPS 2024.</p>
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<p>Three papers <a href="https://openreview.net/forum?id=EMkrwJY2de">(1)</a> <a href="https://openreview.net/forum?id=IfZwSRpqHl">(2)</a> <a href="https://openreview.net/forum?id=FNtsZLwkGr">(3)</a> have been accepted at NeurIPS 2024.</p>
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<b>01 May 2024</b>
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<p><a href="https://openreview.net/forum?id=Sjv5RcqfuH">Our paper</a> was accepted at ICML 2024.</p>
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<b>14 Jun 2024</b>
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<p>Celia and Adarsh are presenting at the Helmholtz AI Conference: AI for Science (<a href="https://eventclass.it/haic2024/scientific/external-program/session?s=S-05a">HAICON</a>).</p>
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‎_site/js/common.js

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‎_site/news.html

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<p>Two papers accepted at ICLR 2025! (see <a href="/publications">publications</a>)</p>
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<p>Two papers <a href="https://openreview.net/forum?id=g6v09VxgFw">(1)</a> <a href="https://openreview.net/forum?id=U47ymTS3ut">(2)</a> have been accepted at ICLR 2025 (see <a href="/publications">publications</a>).</p>
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<h4>25 September 2024</h4>
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<p>Our three papers were accepted at NeurIPS 2024.</p>
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<p>Three papers <a href="https://openreview.net/forum?id=EMkrwJY2de">(1)</a> <a href="https://openreview.net/forum?id=IfZwSRpqHl">(2)</a> <a href="https://openreview.net/forum?id=FNtsZLwkGr">(3)</a> have been accepted at NeurIPS 2024.</p>
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<p>Celia and Adarsh are presenting at the Helmholtz AI Conference: AI for Science (<a href="https://eventclass.it/haic2024/scientific/external-program/session?s=S-05a">HAICON</a>).</p>
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<p><a href="https://openreview.net/forum?id=Sjv5RcqfuH">Our paper</a> was accepted at ICML 2024.</p>
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<p>Our paper on <a href="https://openreview.net/forum?id=Sjv5RcqfuH">improving GATs</a> has been accepted at ICML 2024.</p>
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<p>Our two papers <a href="https://openreview.net/forum?id=qODvxQ8TXW">(1-Spotlight)</a> <a href="https://openreview.net/forum?id=wOSYMHfENq">(2)</a> were accepted at ICLR 2024.</p>
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<p>Two papers <a href="https://openreview.net/forum?id=qODvxQ8TXW">(1-Spotlight)</a> <a href="https://openreview.net/forum?id=wOSYMHfENq">(2)</a> have been accepted at ICLR 2024.</p>
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<p>Our paper on <a href="https://openreview.net/forum?id=qY7UqLoora">balancing GATs</a> was accepted at NeurIPS 2023.</p>
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<p>Our paper on <a href="https://openreview.net/forum?id=qY7UqLoora">balancing GATs</a> has been accepted at NeurIPS 2023.</p>
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<p>We have received an ERC starting grant! <a href="https://cispa.de/en/erc-burkholz">SPARSE-ML</a></p>
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<p>We have received an ERC starting grant: <a href="https://cispa.de/en/erc-burkholz">SPARSE-ML</a>.</p>
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<p>Our paper on <a href="https://openreview.net/forum?id=cKYIyT9wvo">random pruning</a> was accepted at ICML 2023.</p>
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<p>Our paper on <a href="https://openreview.net/forum?id=cKYIyT9wvo">random pruning</a> has been accepted at ICML 2023.</p>
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‎_site/publications/index.html

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<em>In Proceedings of the 40th International Conference on Machine Learning</em>, 23–29 jul 2023
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<em>In Proceedings of the 40th International Conference on Machine Learning</em>, 2023
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<span class="na">editor</span> <span class="p">=</span> <span class="s">{Krause, Andreas and Brunskill, Emma and Cho, Kyunghyun and Engelhardt, Barbara and Sabato, Sivan and Scarlett, Jonathan}</span><span class="p">,</span>
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<span class="na">month</span> <span class="p">=</span> <span class="s">{23--29 Jul}</span><span class="p">,</span>
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<span class="na">publisher</span> <span class="p">=</span> <span class="s">{PMLR}</span><span class="p">,</span>
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<em>In Proceedings of the 39th International Conference on Machine Learning</em>, 2022
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<span class="na">month</span> <span class="p">=</span> <span class="s">{17--23 Jul}</span><span class="p">,</span>
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<span class="p">}</span></code></pre></figure>

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