Suchergebnisse - Papillon, Mathilde

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  1. 1
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    Architectures of Topological Deep Learning: A Survey of Message-Passing Topological Neural Networks Autoría: Papillon, Mathilde, Sanborn, Sophia, Hajij, Mustafa, Miolane, Nina

    Veröffentlicht 2023
    Fuente: arXiv
    Tipo de material: Preprint
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  2. 2
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    TopoTune : A Framework for Generalized Combinatorial Complex Neural Networks Autoría: Papillon, Mathilde, Bernárdez, Guillermo, Battiloro, Claudio, Miolane, Nina

    Veröffentlicht 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  3. 3
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    Ordered Topological Deep Learning: a Network Modeling Case Study Autoría: Bernárdez, Guillermo, Ferriol-Galmés, Miquel, Güemes-Palau, Carlos, Papillon, Mathilde, Barlet-Ros, Pere, Cabellos-Aparicio, Albert, Miolane, Nina

    Veröffentlicht 2025
    Fuente: arXiv
    Tipo de material: Preprint
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  4. 4
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    Attending to Topological Spaces: The Cellular Transformer Autoría: Ballester, Rubén, Hernández-García, Pablo, Papillon, Mathilde, Battiloro, Claudio, Miolane, Nina, Birdal, Tolga, Casacuberta, Carles, Escalera, Sergio, Hajij, Mustafa

    Veröffentlicht 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  5. 5
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    Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Autoría: Papillon, Mathilde, Sanborn, Sophia, Mathe, Johan, Cornelis, Louisa, Bertics, Abby, Buracas, Domas, Lillemark, Hansen J, Shewmake, Christian, Dinc, Fatih, Pennec, Xavier, Miolane, Nina

    Veröffentlicht 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  6. 6
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    TopoBench: A Framework for Benchmarking Topological Deep Learning Autoría: Telyatnikov, Lev, Bernardez, Guillermo, Montagna, Marco, Hajij, Mustafa, Carrasco, Martin, Vasylenko, Pavlo, Papillon, Mathilde, Zamzmi, Ghada, Schaub, Michael T., Verhellen, Jonas, Snopov, Pavel, Miquel-Oliver, Bertran, Gil-Sorribes, Manel, Molina, Alexis, Guallar, Victor, Long, Theodore, Suk, Julian, Rygiel, Patryk, Nikitin, Alexander, Escalona, Giordan, Banf, Michael, Filipiak, Dominik, Schattauer, Max, Imasheva, Liliya, Martinez, Alvaro, Fritze, Halley, Masden, Marissa, Sánchez, Valentina, Lecha, Manuel, Cavallo, Andrea, Battiloro, Claudio, Piekenbrock, Matt, Tec, Mauricio, Dasoulas, George, Miolane, Nina, Scardapane, Simone, Papamarkou, Theodore

    Veröffentlicht 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  7. 7
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    TopoX: A Suite of Python Packages for Machine Learning on Topological Domains Autoría: Hajij, Mustafa, Papillon, Mathilde, Frantzen, Florian, Agerberg, Jens, AlJabea, Ibrahem, Ballester, Rubén, Battiloro, Claudio, Bernárdez, Guillermo, Birdal, Tolga, Brent, Aiden, Chin, Peter, Escalera, Sergio, Fiorellino, Simone, Gardaa, Odin Hoff, Gopalakrishnan, Gurusankar, Govil, Devendra, Hoppe, Josef, Karri, Maneel Reddy, Khouja, Jude, Lecha, Manuel, Livesay, Neal, Meißner, Jan, Mukherjee, Soham, Nikitin, Alexander, Papamarkou, Theodore, Prílepok, Jaro, Ramamurthy, Karthikeyan Natesan, Rosen, Paul, Guzmán-Sáenz, Aldo, Salatiello, Alessandro, Samaga, Shreyas N., Scardapane, Simone, Schaub, Michael T., Scofano, Luca, Spinelli, Indro, Telyatnikov, Lev, Truong, Quang, Walters, Robin, Yang, Maosheng, Zaghen, Olga, Zamzmi, Ghada, Zia, Ali, Miolane, Nina

    Veröffentlicht 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  8. 8
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    ICML 2023 Topological Deep Learning Challenge : Design and Results Autoría: Papillon, Mathilde, Hajij, Mustafa, Jenne, Helen, Mathe, Johan, Myers, Audun, Papamarkou, Theodore, Birdal, Tolga, Dey, Tamal, Doster, Tim, Emerson, Tegan, Gopalakrishnan, Gurusankar, Govil, Devendra, Guzmán-Sáenz, Aldo, Kvinge, Henry, Livesay, Neal, Mukherjee, Soham, Samaga, Shreyas N., Ramamurthy, Karthikeyan Natesan, Karri, Maneel Reddy, Rosen, Paul, Sanborn, Sophia, Walters, Robin, Agerberg, Jens, Barikbin, Sadrodin, Battiloro, Claudio, Bazhenov, Gleb, Bernardez, Guillermo, Brent, Aiden, Escalera, Sergio, Fiorellino, Simone, Gavrilev, Dmitrii, Hassanin, Mohammed, Häusner, Paul, Gardaa, Odin Hoff, Khamis, Abdelwahed, Lecha, Manuel, Magai, German, Malygina, Tatiana, Ballester, Rubén, Nadimpalli, Kalyan, Nikitin, Alexander, Rabinowitz, Abraham, Salatiello, Alessandro, Scardapane, Simone, Scofano, Luca, Singh, Suraj, Sjölund, Jens, Snopov, Pavel, Spinelli, Indro, Telyatnikov, Lev, Testa, Lucia, Yang, Maosheng, Yue, Yixiao, Zaghen, Olga, Zia, Ali, Miolane, Nina

    Veröffentlicht 2023
    Fuente: arXiv
    Tipo de material: Preprint
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  9. 9
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    ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain Autoría: Bernárdez, Guillermo, Telyatnikov, Lev, Montagna, Marco, Baccini, Federica, Papillon, Mathilde, Ferriol-Galmés, Miquel, Hajij, Mustafa, Papamarkou, Theodore, Bucarelli, Maria Sofia, Zaghen, Olga, Mathe, Johan, Myers, Audun, Mahan, Scott, Lillemark, Hansen, Vadgama, Sharvaree, Bekkers, Erik, Doster, Tim, Emerson, Tegan, Kvinge, Henry, Agate, Katrina, Ahmed, Nesreen K, Bai, Pengfei, Banf, Michael, Battiloro, Claudio, Beketov, Maxim, Bogdan, Paul, Carrasco, Martin, Cavallo, Andrea, Choi, Yun Young, Dasoulas, George, Elphick, Matouš, Escalona, Giordan, Filipiak, Dominik, Fritze, Halley, Gebhart, Thomas, Gil-Sorribes, Manel, Goomanee, Salvish, Guallar, Victor, Imasheva, Liliya, Irimia, Andrei, Jin, Hongwei, Johnson, Graham, Kanakaris, Nikos, Koloski, Boshko, Kovač, Veljko, Lecha, Manuel, Lee, Minho, Leroy, Pierrick, Long, Theodore, Magai, German, Martinez, Alvaro, Masden, Marissa, Mežnar, Sebastian, Miquel-Oliver, Bertran, Molina, Alexis, Nikitin, Alexander, Nurisso, Marco, Piekenbrock, Matt, Qin, Yu, Rygiel, Patryk, Salatiello, Alessandro, Schattauer, Max, Snopov, Pavel, Suk, Julian, Sánchez, Valentina, Tec, Mauricio, Vaccarino, Francesco, Verhellen, Jonas, Wantiez, Frederic, Weers, Alexander, Zajec, Patrik, Škrlj, Blaž, Miolane, Nina

    Veröffentlicht 2024
    Fuente: arXiv
    Tipo de material: Preprint
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