Freya Behrens

12 papers A* 3Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers.
ICML
Freya Behrens, Luca Biggio, Lenka Zdeborová
2025 J jnl
Dataset distillation for memorized data: Soft labels can leak held-out teacher knowledge.
CoRR
Freya Behrens, Lenka Zdeborová
2024 A* conf
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention.
NeurIPS
Hugo Cui, Freya Behrens, Florent Krzakala, Lenka Zdeborová
2024 J jnl
A phase transition between positional and semantic learning in a solvable model of dot-product attention.
CoRR
Hugo Cui, Freya Behrens, Florent Krzakala, Lenka Zdeborová
2024 J jnl
Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants.
CoRR
Beatriz Borges, Negar Foroutan, Deniz Bayazit, Anna Sotnikova, Syrielle Montariol, Tanya Nazaretzky, Mohammadreza Banaei, Alireza Sakhaeirad, Philippe Servant, Seyed Parsa Neshaei, Jibril Frej, Angelika Romanou, Gail Weiss, Sepideh Mamooler, Zeming Chen, Simin Fan, Silin Gao, Mete Ismayilzada, Debjit Paul, Alexandre Schöpfer, Andrej Janchevski, Anja Tiede, Clarence Linden, Emanuele Troiani, Francesco Salvi, Freya Behrens, Giacomo Orsi, Giovanni Piccioli, Hadrien Sevel, Louis Coulon, Manuela Pineros-Rodriguez, Marin Bonnassies, Pierre Hellich, Puck van Gerwen, Sankalp Gambhir, Solal Pirelli, Thomas Blanchard, Timothée Callens, Toni Abi Aoun, Yannick Calvino Alonso, Yuri Cho, Alberto Silvio Chiappa, Antonio Sclocchi, Étienne Bruno, Florian Hofhammer, Gabriel Pescia, Geovani Rizk, Leello Dadi, Lucas Stoffl, Manoel Horta Ribeiro, Matthieu Bovel, Yueyang Pan, Aleksandra Radenovic, Alexandre Alahi, Alexander Mathis, Anne-Florence Bitbol, Boi Faltings, Cécile Hébert, Devis Tuia, François Maréchal, George Candea, Giuseppe Carleo, Jean-Cédric Chappelier, Nicolas Flammarion, Jean-Marie Fürbringer, Jean-Philippe Pellet, Karl Aberer, Lenka Zdeborová, Marcel Salathé, Martin Jaggi, Martin Rajman, Mathias Payer, Matthieu Wyart, Michael Gastpar, Michele Ceriotti, Ola Svensson, Olivier Lévêque, Paolo Ienne, Rachid Guerraoui, Robert West, Sanidhya Kashyap, Valerio Piazza, Viesturs Simanis, Viktor Kuncak, Volkan Cevher, Philippe Schwaller, Sacha Friedli, Patrick Jermann, Tanja Käser, Antoine Bosselut
2024 J jnl
Understanding Counting in Small Transformers: The Interplay between Attention and Feed-Forward Layers.
CoRR
Freya Behrens, Luca Biggio, Lenka Zdeborová
2023 J jnl
Unveiling the Hessian's Connection to the Decision Boundary.
CoRR
Mahalakshmi Sabanayagam, Freya Behrens, Urte Adomaityte, Anna Dawid
2022 J jnl
(Dis)assortative Partitions on Random Regular Graphs.
CoRR
Freya Behrens, Gabriel Arpino, Yaroslav Kivva, Lenka Zdeborová
2021 J jnl
Bandits for Learning to Explain from Explanations.
CoRR
Freya Behrens, Stefano Teso, Davide Mottin
2021 A* conf
Neurally Augmented ALISTA.
ICLR
Freya Behrens, Jonathan Sauder, Peter Jung
2020 J jnl
Neurally Augmented ALISTA.
CoRR
Freya Behrens, Jonathan Sauder, Peter Jung
2018 — conf
MetaExp: Interactive Explanation and Exploration of Large Knowledge Graphs.
WWW (Companion Volume)
Freya Behrens, Sebastian Bischoff, Pius Ladenburger, Julius Rückin, Laurenz Seidel, Fabian Stolp, Michael Vaichenker, Adrian Ziegler, Davide Mottin, Fatemeh Aghaei, Emmanuel Müller, Martin Preusse, Nikola Müller, Michael Hunger