Eleni Triantafillou

41 papers A* 8Journal 27Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Detoxifying LLMs via Representation Erasure-Based Preference Optimization. CoRR Nazanin Mohammadi Sepahvand, Eleni Triantafillou, Hugo Larochelle, Doina Precup, Daniel M. Roy, Gintare Karolina Dziugaite
2026	J	`jnl`	Position: Capability Control Should be a Separate Goal From Alignment. CoRR Shoaib Ahmed Siddiqui, Eleni Triantafillou, David Krueger, Adrian Weller
2026	J	`jnl`	Step-resolved data attribution for looped transformers. CoRR Georgios Kaissis, David Mildenberger, Juan Felipe Gómez, Martin J. Menten, Eleni Triantafillou
2026	J	`jnl`	You Don't Need All That Attention: Surgical Memorization Mitigation in Text-to-Image Diffusion Models. CoRR Kairan Zhao, Eleni Triantafillou, Peter Triantafillou
2026	J	`jnl`	Your Privacy Depends on Others: Collusion Vulnerabilities in Individual Differential Privacy. CoRR Johannes Kaiser, Alexander Ziller, Eleni Triantafillou, Daniel Rückert, Georgios Kaissis
2025	J	`jnl`	From Dormant to Deleted: Tamper-Resistant Unlearning Through Weight-Space Regularization. CoRR Shoaib Ahmed Siddiqui, Adrian Weller, David Krueger, Gintare Karolina Dziugaite, Michael Curtis Mozer, Eleni Triantafillou
2025	J	`jnl`	Improved Localized Machine Unlearning Through the Lens of Memorization. Trans. Mach. Learn. Res. Reihaneh Torkzadehmahani, Reza Nasirigerdeh, Georgios Kaissis, Daniel Rueckert, Gintare Karolina Dziugaite, Eleni Triantafillou
2025	—	`conf`	Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy. SaTML Jamie Hayes, Ilia Shumailov, Eleni Triantafillou, Amr Khalifa, Nicolas Papernot
2025	A*	`conf`	Leveraging Per-Instance Privacy for Machine Unlearning. ICML Nazanin Mohammadi Sepahvand, Anvith Thudi, Berivan Isik, Ashmita Bhattacharyya, Nicolas Papernot, Eleni Triantafillou, Daniel M. Roy, Gintare Karolina Dziugaite
2025	J	`jnl`	Leveraging Per-Instance Privacy for Machine Unlearning. CoRR Nazanin Mohammadi Sepahvand, Anvith Thudi, Berivan Isik, Ashmita Bhattacharyya, Nicolas Papernot, Eleni Triantafillou, Daniel M. Roy, Gintare Karolina Dziugaite
2025	J	`jnl`	Redirection for Erasing Memory (REM): Towards a universal unlearning method for corrupted data. CoRR Stefan Schoepf, Michael Curtis Mozer, Nicole Mitchell, Alexandra Brintrup, Georgios Kaissis, Peter Kairouz, Eleni Triantafillou
2025	A*	`conf`	Selective Unlearning via Representation Erasure Using Domain Adversarial Training. ICLR Nazanin Mohammadi Sepahvand, Eleni Triantafillou, Hugo Larochelle, Doina Precup, James J. Clark, Daniel M. Roy, Gintare Karolina Dziugaite
2024	J	`jnl`	Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition. CoRR Eleni Triantafillou, Peter Kairouz, Fabian Pedregosa, Jamie Hayes, Meghdad Kurmanji, Kairan Zhao, Vincent Dumoulin, Júlio C. S. Jacques Júnior, Ioannis Mitliagkas, Jun Wan, Lisheng Sun-Hosoya, Sergio Escalera, Gintare Karolina Dziugaite, Peter Triantafillou, Isabelle Guyon
2024	J	`jnl`	Data Selection for Transfer Unlearning. CoRR Nazanin Mohammadi Sepahvand, Vincent Dumoulin, Eleni Triantafillou, Gintare Karolina Dziugaite
2024	J	`jnl`	Improved Localized Machine Unlearning Through the Lens of Memorization. CoRR Reihaneh Torkzadehmahani, Reza Nasirigerdeh, Georgios Kaissis, Daniel Rueckert, Gintare Karolina Dziugaite, Eleni Triantafillou
2024	J	`jnl`	Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy. CoRR Jamie Hayes, Ilia Shumailov, Eleni Triantafillou, Amr Khalifa, Nicolas Papernot
2024	J	`jnl`	Leveraging tropical reef, bird and unrelated sounds for superior transfer learning in marine bioacoustics. CoRR Ben Williams, Bart van Merriënboer, Vincent Dumoulin, Jenny Hamer, Eleni Triantafillou, Abram B. Fleishman, Matthew McKown, Jill E. Munger, Aaron N. Rice, Ashlee Lillis, Clemency E. White, Catherine A. D. Hobbs, Tries B. Razak, Kate E. Jones, Tom Denton
2024	J	`jnl`	Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice. CoRR A. Feder Cooper, Christopher A. Choquette-Choo, Miranda Bogen, Matthew Jagielski, Katja Filippova, Ken Ziyu Liu, Alexandra Chouldechova, Jamie Hayes, Yangsibo Huang, Niloofar Mireshghallah, Ilia Shumailov, Eleni Triantafillou, Peter Kairouz, Nicole Mitchell, Percy Liang, Daniel E. Ho, Yejin Choi, Sanmi Koyejo, Fernando A. Delgado, James Grimmelmann, Vitaly Shmatikov, Christopher De Sa, Solon Barocas, Amy Cyphert, Mark A. Lemley, danah boyd, Jennifer Wortman Vaughan, Miles Brundage, David Bau, Seth Neel, Abigail Z. Jacobs, Andreas Terzis, Hanna M. Wallach, Nicolas Papernot, Katherine Lee
2024	J	`jnl`	Machine Unlearning in Learned Databases: An Experimental Analysis. Proc. ACM Manag. Data Meghdad Kurmanji, Eleni Triantafillou, Peter Triantafillou
2024	J	`jnl`	UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI. CoRR Ilia Shumailov, Jamie Hayes, Eleni Triantafillou, Guillermo Ortiz-Jiménez, Nicolas Papernot, Matthew Jagielski, Itay Yona, Heidi Howard, Eugene Bagdasaryan
2024	A*	`conf`	What makes unlearning hard and what to do about it. NeurIPS Kairan Zhao, Meghdad Kurmanji, George-Octavian Barbulescu, Eleni Triantafillou, Peter Triantafillou
2024	J	`jnl`	What makes unlearning hard and what to do about it. CoRR Kairan Zhao, Meghdad Kurmanji, George-Octavian Barbulescu, Eleni Triantafillou, Peter Triantafillou
2023	J	`jnl`	BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics. CoRR Jenny Hamer, Eleni Triantafillou, Bart van Merriënboer, Stefan Kahl, Holger Klinck, Tom Denton, Vincent Dumoulin
2023	A*	`conf`	In Search for a Generalizable Method for Source Free Domain Adaptation. ICML Malik Boudiaf, Tom Denton, Bart van Merrienboer, Vincent Dumoulin, Eleni Triantafillou
2023	J	`jnl`	In Search for a Generalizable Method for Source Free Domain Adaptation. CoRR Malik Boudiaf, Tom Denton, Bart van Merriënboer, Vincent Dumoulin, Eleni Triantafillou
2023	J	`jnl`	Machine Unlearning in Learned Databases: An Experimental Analysis. CoRR Meghdad Kurmanji, Eleni Triantafillou, Peter Triantafillou
2023	A*	`conf`	Towards Unbounded Machine Unlearning. NeurIPS Meghdad Kurmanji, Peter Triantafillou, Jamie Hayes, Eleni Triantafillou
2023	J	`jnl`	Towards Unbounded Machine Unlearning. CoRR Meghdad Kurmanji, Peter Triantafillou, Eleni Triantafillou
2021	A*	`conf`	Learning a Universal Template for Few-shot Dataset Generalization. ICML Eleni Triantafillou, Hugo Larochelle, Richard S. Zemel, Vincent Dumoulin
2021	J	`jnl`	Learning a Universal Template for Few-shot Dataset Generalization. CoRR Eleni Triantafillou, Hugo Larochelle, Richard S. Zemel, Vincent Dumoulin
2021	—	`—`	Towards Strong Generalization from Few Examples. Eleni Triantafillou
2020	J	`jnl`	Flexible Few-Shot Learning with Contextual Similarity. CoRR Mengye Ren, Eleni Triantafillou, Kuan-Chieh Wang, James Lucas, Jake Snell, Xaq Pitkow, Andreas S. Tolias, Richard S. Zemel
2020	A*	`conf`	Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples. ICLR Eleni Triantafillou, Tyler Zhu, Vincent Dumoulin, Pascal Lamblin, Utku Evci, Kelvin Xu, Ross Goroshin, Carles Gelada, Kevin Swersky, Pierre-Antoine Manzagol, Hugo Larochelle
2019	J	`jnl`	Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples. CoRR Eleni Triantafillou, Tyler Zhu, Vincent Dumoulin, Pascal Lamblin, Kelvin Xu, Ross Goroshin, Carles Gelada, Kevin Swersky, Pierre-Antoine Manzagol, Hugo Larochelle
2018	—	`conf`	Meta-Learning for Semi-Supervised Few-Shot Classification. ICLR (Poster) Mengye Ren, Eleni Triantafillou, Sachin Ravi, Jake Snell, Kevin Swersky, Joshua B. Tenenbaum, Hugo Larochelle, Richard S. Zemel
2018	J	`jnl`	Meta-Learning for Semi-Supervised Few-Shot Classification. CoRR Mengye Ren, Eleni Triantafillou, Sachin Ravi, Jake Snell, Kevin Swersky, Joshua B. Tenenbaum, Hugo Larochelle, Richard S. Zemel
2017	—	`conf`	Few-Shot Learning Through an Information Retrieval Lens. NIPS Eleni Triantafillou, Richard S. Zemel, Raquel Urtasun
2017	J	`jnl`	Few-Shot Learning Through an Information Retrieval Lens. CoRR Eleni Triantafillou, Richard S. Zemel, Raquel Urtasun
2017	A*	`conf`	Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces. AAAI Alberto Camacho, Eleni Triantafillou, Christian J. Muise, Jorge A. Baier, Sheila A. McIlraith
2016	—	`conf`	Non-Deterministic Planning with Temporally Extended Goals: Completing the Story for Finite and Infinite LTL (Amended Version). KnowProS@IJCAI Alberto Camacho, Eleni Triantafillou, Christian J. Muise, Jorge A. Baier, Sheila A. McIlraith
2016	—	`conf`	Towards Generalizable Sentence Embeddings. Rep4NLP@ACL Eleni Triantafillou, Jamie Ryan Kiros, Raquel Urtasun, Richard S. Zemel