Mateo Rojas-Carulla

15 papers A* 2Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Breaking Agent Backbones: Evaluating the Security of Backbone LLMs in AI Agents. CoRR Julia Bazinska, Max Mathys, Francesco Casucci, Mateo Rojas-Carulla, Xander Davies, Alexandra Souly, Niklas Pfister
2025	A*	`conf`	Gandalf the Red: Adaptive Security for LLMs. ICML Niklas Pfister, Václav Volhejn, Manuel Knott, Santiago Arias, Julia Bazinska, Mykhailo Bichurin, Alan Y. Commike, Janet Darling, Peter Dienes, Matthew Fiedler, David Haber, Matthias Kraft, Marco Lancini, Max Mathys, Damián Pascual-Ortiz, Jakub Podolak, Adrià Romero-López, Kyriacos Shiarlis, Andreas Signer, Zsolt Terek, Athanasios Theocharis, Daniel Timbrell, Samuel Trautwein, Samuel Watts, Yun-Han Wu, Mateo Rojas-Carulla
2025	J	`jnl`	Gandalf the Red: Adaptive Security for LLMs. CoRR Niklas Pfister, Václav Volhejn, Manuel Knott, Santiago Arias, Julia Bazinska, Mykhailo Bichurin, Alan Commike, Janet Darling, Peter Dienes, Matthew Fiedler, David Haber, Matthias Kraft, Marco Lancini, Max Mathys, Damián Pascual-Ortiz, Jakub Podolak, Adrià Romero-López, Kyriacos Shiarlis, Andreas Signer, Zsolt Terek, Athanasios Theocharis, Daniel Timbrell, Samuel Trautwein, Samuel Watts, Yun-Han Wu, Mateo Rojas-Carulla
2022	J	`jnl`	Recommendations on test datasets for evaluating AI solutions in pathology. CoRR André Homeyer, Christian Geißler, Lars Ole Schwen, Falk Zakrzewski, Theodore Evans, Klaus Strohmenger, Max Westphal, Roman David Bülow, Michaela Kargl, Aray Karjauv, Isidre Munné-Bertran, Carl Orge Retzlaff, Adrià Romero-López, Tomasz Soltysinski, Markus Plass, Rita Carvalho, Peter Steinbach, Yu-Chia Lan, Nassim Bouteldja, David Haber, Mateo Rojas-Carulla, Alireza Vafaei Sadr, Matthias Kraft, Daniel Krüger, Rutger Fick, Tobias Lang, Peter Boor, Heimo Müller, Peter Hufnagl, Norman Zerbe
2020	J	`jnl`	DeepMAsED: evaluating the quality of metagenomic assemblies. Bioinform. Olga Mineeva, Mateo Rojas-Carulla, Ruth E. Ley, Bernhard Schölkopf, Nicholas D. Youngblut
2019	J	`jnl`	GeNet: Deep Representations for Metagenomics. CoRR Mateo Rojas-Carulla, Ilya O. Tolstikhin, Guillermo Luque, Nicholas D. Youngblut, Ruth E. Ley, Bernhard Schölkopf
2019	—	`—`	Learning transferable representations Mateo Rojas-Carulla
2018	—	`conf`	Causal Discovery Using Proxy Variables. ICLR (Workshop) Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz
2018	J	`jnl`	Invariant Models for Causal Transfer Learning. J. Mach. Learn. Res. Mateo Rojas-Carulla, Bernhard Schölkopf, Richard E. Turner, Jonas Peters
2018	A*	`conf`	Learning Independent Causal Mechanisms. ICML Giambattista Parascandolo, Niki Kilbertus, Mateo Rojas-Carulla, Bernhard Schölkopf
2017	—	`conf`	Avoiding Discrimination through Causal Reasoning. NIPS Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo, Moritz Hardt, Dominik Janzing, Bernhard Schölkopf
2017	J	`jnl`	Avoiding Discrimination through Causal Reasoning. CoRR Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo, Moritz Hardt, Dominik Janzing, Bernhard Schölkopf
2017	J	`jnl`	Causal Discovery Using Proxy Variables. CoRR Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz
2017	J	`jnl`	Discriminative k-shot learning using probabilistic models. CoRR Matthias Bauer, Mateo Rojas-Carulla, Jakub Bartlomiej Swiatkowski, Bernhard Schölkopf, Richard E. Turner
2017	J	`jnl`	Learning Independent Causal Mechanisms. CoRR Giambattista Parascandolo, Mateo Rojas-Carulla, Niki Kilbertus, Bernhard Schölkopf