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Merge pull request #21 from pyt-team/icml_challenge_2024
Winners Announcement
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_sources/packs/challenge.rst.txt

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@@ -9,10 +9,70 @@ Learning and Generative Modeling (GRaM) Workshop <https://gram-workshop.github.i
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.. seealso::
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Link to the challenge repository: `<https://github.com/pyt-team/challenge-icml-2024>`__.
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*Organizers, reviewers, and contributors:* Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna,
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Mathilde Papillon, Miquel Ferriol-Galmés, Federica Baccini, Nina Miolane,
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Mustafa Hajij, Theodore Papamarkou, Ghada Alzamzmi, Tim Doster, Tegan Emerson,
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Henry Kvinge, Bastian Rieck.
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*Organizers, reviewers, and contributors:* Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, Federica Baccini,
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Nina Miolane, Mathilde Papillon, Miquel Ferriol-Galmés, Mustafa Hajij, Theodore Papamarkou, Johan Mathe, Audun Myers,
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Scott Mahan, Olga Zaghen, Maria Sofia Bucarelli, Sharvaree Vadgama, Erik Bekkers, Tim Doster, Tegan Emerson,
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Henry Kvinge.
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WINNERS
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--------
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🏆 1st CATEGORY
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~~~~~~~~~~~~~~~~~~
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🥇 1st-place, PR 63: Random Latent Clique Lifting (graph to simplicial); Mauricio Tec, Claudio Battiloro, George Dasoulas
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🥈 2nd-place, PR 58: Hypergraph Heat Kernel Lift (Hypergraph to Simplicial); Matt Piekenbrock
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🥉 3rd-place, PR 11: DnD Lifting (Graph to Simplicial Complex); Jonas Verhellen
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🏆 2nd CATEGORY
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~~~~~~~~~~~~~~~~~~
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🥇 1st-place, PR 57: Simplicial Paths Lifting (graph to COMBINATORIAL); Manuel Lecha, Andrea Cavallo, Claudio Battiloro
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🥈 2nd-place, PR 32: Matroid lifting (Graph to Combinatorial); Giordan Escalona
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🥉 3rd-place, PR 33: Forman-Ricci Curvature Coarse Geometry Lifting (Graph to Hypergraph); Michael Banf, Dominik Filipiak, Max Schattauer, Liliya Imasheva
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🏆 3rd CATEGORY
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~~~~~~~~~~~~~~~~~~
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🥇 1st-place, PR 53: PointNet++ lifting (pointcloud to hypergraph); Julian Suk, Patryk Rygiel
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🥈 2nd-place, PR 30: Kernel Lifting (Graph to Hypergraph); Alexander Nikitin
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🥉 3rd-place, PR 45: Mixture of Gaussians + MST lifting (pointcloud to hypergraph); Sebastian Mežnar, Boshko Koloski, Blaž Škrlj
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🏆 4th CATEGORY
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~~~~~~~~~~~~~~~~~~
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🥇 1st-place, PR 32: Matroid lifting (Graph to Combinatorial); Giordan Escalona
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🥈 2nd-place, PR 33: Forman-Ricci Curvature Coarse Geometry Lifting (Graph to Hypergraph); Michael Banf, Dominik Filipiak, Max Schattauer, Liliya Imasheva
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🥉 3rd-place, PR 58: Hypergraph Heat Kernel Lift (Hypergraph to Simplicial); Matt Piekenbrock
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🏆HONORABLE MENTIONS
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~~~~~~~~~~~~~~~~~~~
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- ⭐ **Great Contributors** ⭐
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- Martin Carrasco (PRs 28, 29, 41, 50)
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- Bertran Miquel-Oliver, Manel Gil-Sorribes, Alexis Molina, Victor Guallar (PRs 14, 16, 21, 37, 42)
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- Theodore Long (PRs 22, 35, 65)
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- Jonas Verhellen (PRs 5, 7, 8, 10, 11)
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- Pavel Snopov (PRs 6, 9, 18, 20)
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- Julian Suk, Patryk Rygiel (PRs 23, 34, 53)
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- 🎖️ **Highlighted Submissions** 🎖️
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- PR 49: Modularity Maximization Lifting (Graph to Hypergraph), Valentina Sánchez
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- PR 47: Universal Strict Lifting (Hypergraph to Combinatorial), Álvaro Martinez
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- PR 48: Mapper Lifting (Graph to Hypergraph), Halley Fritze, Marissa Masden
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Motivation
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----------
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.. [1]
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By law, US researchers are not allowed to co-author papers with
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scholars from some countries and institutions. Participants are
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responsible for checking eligibility.
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responsible for checking eligibility.

genindex.html

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<link rel="prev" title="ICML Challenge 2024" href="challenge.html" />
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<section id="icml-challenge-2024">
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<h1>ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain<a class="headerlink" href="#icml-challenge-2024" title="Link to this heading">#</a></h1>
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<h1>CML Topological Deep Learning Challenge 2024: Beyond the Graph Domain<a class="headerlink" href="#icml-challenge-2024" title="Link to this heading">#</a></h1>
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<p>Welcome to the Topological Deep Learning Challenge 2024: <em>Beyond
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the Graph Domain</em>, jointly organized by <a class="reference external" href="https://www.tagds.com">TAG-DS</a>
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& PyT-Team and hosted by the <a class="reference external" href="https://gram-workshop.github.io">Geometry-grounded Representation
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the Graph Domain</em>, jointly organized by <a class="reference external" href="https://www.tagds.com">TAG-DS</a>
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&amp; PyT-Team and hosted by the <a class="reference external" href="https://gram-workshop.github.io">Geometry-grounded Representation
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Learning and Generative Modeling (GRaM) Workshop</a> at ICML 2024.</p>
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<div class="admonition seealso">
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<p class="admonition-title">See also</p>
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<p>Challenge repository: <a class="github reference external" href="https://github.com/pyt-team/challenge-icml-2024">pyt-team/challenge-icml-2024</a>.</p>
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<p>Link to the challenge repository: <a class="github reference external" href="https://github.com/pyt-team/challenge-icml-2024">pyt-team/challenge-icml-2024</a>.</p>
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</div>
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<p><em>Organizers, reviewers, and contributors:</em> Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna,
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Mathilde Papillon, Miquel Ferriol-Galmés, Federica Baccini, Nina Miolane, Mustafa Hajij, Theodore Papamarkou,
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Ghada Alzamzmi, Tim Doster, Tegan Emerson, Henry Kvinge, Bastian Rieck.</p>
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<p><em>Organizers, reviewers, and contributors:</em> Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, Federica Baccini,
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Nina Miolane, Mathilde Papillon, Miquel Ferriol-Galmés, Mustafa Hajij, Theodore Papamarkou, Johan Mathe, Audun Myers,
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Scott Mahan, Olga Zaghen, Maria Sofia Bucarelli, Sharvaree Vadgama, Erik Bekkers, Tim Doster, Tegan Emerson,
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Henry Kvinge.</p>
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</section>
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<section id="winners">
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<h1>WINNERS<a class="headerlink" href="#winners" title="Link to this heading">#</a></h1>
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<section id="st-category">
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<h2>🏆 1st CATEGORY<a class="headerlink" href="#st-category" title="Link to this heading">#</a></h2>
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<p>🥇 1st-place, <strong>PR 63: Random Latent Clique Lifting</strong> (Graph to Simplicial); by Mauricio Tec, Claudio Battiloro, George Dasoulas</p>
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<p>🥈 2nd-place, <strong>PR 58: Hypergraph Heat Kernel Lifting</strong> (Hypergraph to Simplicial); by Matt Piekenbrock</p>
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<p>🥉 3rd-place, <strong>PR 11: DnD Lifting</strong> (Graph to Simplicial); by Jonas Verhellen</p>
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</section>
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<section id="nd-category">
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<h2>🏆 2nd CATEGORY<a class="headerlink" href="#nd-category" title="Link to this heading">#</a></h2>
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<p>🥇 1st-place, <strong>PR 57: Simplicial Paths Lifting</strong> (Graph to Combinatorial); by Manuel Lecha, Andrea Cavallo, Claudio Battiloro</p>
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<p>🥈 2nd-place, <strong>PR 32: Matroid Lifting</strong> (Graph to Combinatorial); by Giordan Escalona</p>
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<p>🥉 3rd-place, <strong>PR 33: Forman-Ricci Curvature Coarse Geometry Lifting</strong> (Graph to Hypergraph); by Michael Banf, Dominik Filipiak, Max Schattauer, Liliya Imasheva</p>
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</section>
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<section id="rd-category">
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<h2>🏆 3rd CATEGORY<a class="headerlink" href="#rd-category" title="Link to this heading">#</a></h2>
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<p>🥇 1st-place, <strong>PR 53: PointNet++ Lifting</strong> (Pointcloud to Hypergraph); by Julian Suk, Patryk Rygiel</p>
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<p>🥈 2nd-place, <strong>PR 30: Kernel Lifting</strong> (Graph to Hypergraph); by Alexander Nikitin</p>
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<p>🥉 3rd-place, <strong>PR 45: Mixture of Gaussians + MST Lifting</strong> (Pointcloud to Hypergraph); by Sebastian Mežnar, Boshko Koloski, Blaž Škrlj</p>
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</section>
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<section id="th-category">
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<h2>🏆 4th CATEGORY<a class="headerlink" href="#th-category" title="Link to this heading">#</a></h2>
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<p>🥇 1st-place, <strong>PR 32: Matroid Lifting</strong> (Graph to Combinatorial); by Giordan Escalona</p>
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<p>🥈 2nd-place, <strong>PR 33: Forman-Ricci Curvature Coarse Geometry Lifting</strong> (Graph to Hypergraph); by Michael Banf, Dominik Filipiak, Max Schattauer, Liliya Imasheva</p>
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<p>🥉 3rd-place, <strong>PR 58: Hypergraph Heat Kernel Lifting</strong> (Hypergraph to Simplicial); by Matt Piekenbrock</p>
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</section>
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<section id="honorable-mentions">
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<h2>🏆HONORABLE MENTIONS<a class="headerlink" href="#honorable-mentions" title="Link to this heading">#</a></h2>
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<ul class="simple">
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<li><p><strong>Great Contributors</strong></p>
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<ul>
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<li><p><strong>Martin Carrasco</strong> (PRs 28, 29, 41, 50)</p></li>
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<li><p><strong>Bertran Miquel-Oliver, Manel Gil-Sorribes, Alexis Molina, Victor Guallar</strong> (PRs 14, 16, 21, 37, 42)</p></li>
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<li><p><strong>Theodore Long</strong> (PRs 22, 35, 65)</p></li>
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<li><p><strong>Jonas Verhellen</strong> (PRs 5, 7, 8, 10, 11)</p></li>
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<li><p><strong>Pavel Snopov</strong> (PRs 6, 9, 18, 20)</p></li>
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<li><p><strong>Julian Suk, Patryk Rygiel</strong> (PRs 23, 34, 53)</p></li>
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</ul>
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</li>
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<li><p>🎖️ <strong>Highlighted Submissions</strong> 🎖️</p>
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<ul>
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<li><p><strong>PR 49: Modularity Maximization Lifting</strong> (Graph to Hypergraph); by Valentina Sánchez</p></li>
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<li><p><strong>PR 47: Universal Strict Lifting</strong> (Hypergraph to Combinatorial); by Álvaro Martinez</p></li>
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<li><p><strong>PR 48: Mapper Lifting</strong> (Graph to Hypergraph); by Halley Fritze, Marissa Masden</p></li>
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</ul>
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</li>
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</ul>
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</section>
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<h1>Motivation<a class="headerlink" href="#motivation" title="Link to this heading">#</a></h1>
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<li class="toc-h1 nav-item toc-entry"><a class="reference internal nav-link" href="#">ICML Challenge 2024</a></li>
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<li class="toc-h1 nav-item toc-entry"><a class="reference internal nav-link" href="#winners">WINNERS</a><ul class="visible nav section-nav flex-column">
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#st-category">🏆 1st CATEGORY</a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#nd-category">🏆 2nd CATEGORY</a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#th-category">🏆 4th CATEGORY</a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#honorable-mentions">🏆HONORABLE MENTIONS</a></li>
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</ul>
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</li>
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<li class="toc-h1 nav-item toc-entry"><a class="reference internal nav-link" href="#motivation">Motivation</a></li>
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<li class="toc-h1 nav-item toc-entry"><a class="reference internal nav-link" href="#reward-outcomes-1">Reward Outcomes </a></li>

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