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Amal Rannen-Triki
Researcher, Google DeepMind
Joined
May 2021
Names
Amal Rannen-Triki
(Preferred)
,
Amal Rannen Triki
Emails
****@esat.kuleuven.be
(Confirmed)
,
****@google.com
(Confirmed)
,
****@deepmind.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
Google DeepMind
(google.com)
2019
–
Present
PhD student
KU Leuven
(kuleuven.be)
2016
–
2020
Researcher
Oath
(oath.com)
2018
–
2018
PhD student
Yonsei University
(yonsei.ac.kr)
2014
–
2016
MS student
Centrale-Supelec
(supelec.fr)
2010
–
2014
Advisors, Relations & Conflicts
PhD Advisor
Matthew B. Blaschko
2016
–
2020
PhD Advisor
Eunjung Lee
2014
–
2020
Coworker
Razvan Pascanu
2018
–
2019
Coworker
Pierre Guarrigues
2018
–
2018
Expertise
Fairness
2024
–
Present
Lifelong learning
,
incremental learning
2015
–
Present
Deep neural networks
,
regularization
,
small sample regimes
2014
–
Present
Optimization of deep neural networks
,
specialized loss function
2014
–
Present
Neural networks for medical applications
,
medical image analysis
2014
–
Present
Publications
Fine-Tuned In-Context Learners
Jörg Bornschein
,
Amal Rannen-Triki
,
Razvan Pascanu
,
Yazhe Li
,
Clare Lyle
,
Xu Owen He
Submitted to ICLR 2026
Readers:
Everyone
Benchmarking Diversity in Image Generation via Attribute-Conditional Human Evaluation
Isabela Albuquerque
,
Ira Ktena
,
Olivia Wiles
,
Ivana Kajic
,
Amal Rannen-Triki
,
Cristina Nader Vasconcelos
,
Aida Nematzadeh
Submitted to ICLR 2026
Readers:
Everyone
Benchmarking Diversity in Text-to-Image Models via Attribute-Conditional Human Evaluation
Isabela Albuquerque
,
Ira Ktena
,
Olivia Wiles
,
Ivana Kajic
,
Amal Rannen-Triki
,
Cristina Nader Vasconcelos
,
Aida Nematzadeh
Submitted to NeurIPS 2025 Datasets and Benchmarks Track
Readers:
Everyone
Mind the Graph When Balancing Data for Fairness or Robustness
Jessica Schrouff
,
Alexis Bellot
,
Amal Rannen-Triki
,
Alan Malek
,
Isabela Albuquerque
,
Arthur Gretton
,
Alexander Nicholas D'Amour
,
Silvia Chiappa
NeurIPS 2024 poster
Readers:
Everyone
Revisiting Dynamic Evaluation: Online Adaptation for Large Language Models
Amal Rannen-Triki
,
Jorg Bornschein
,
Razvan Pascanu
,
Alexandre Galashov
,
Michalis Titsias
,
Marcus Hutter
,
András György
,
Yee Whye Teh
DistShift 2023 Poster
Readers:
Everyone
Kalman Filter for Online Classification of Non-Stationary Data
Michalis Titsias
,
Alexandre Galashov
,
Amal Rannen-Triki
,
Razvan Pascanu
,
Yee Whye Teh
,
Jorg Bornschein
ICLR 2024 poster
Readers:
Everyone
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union
Zifu Wang
,
Maxim Berman
,
Amal Rannen-Triki
,
Philip Torr
,
Devis Tuia
,
Tinne Tuytelaars
,
Luc Van Gool
,
Jiaqian Yu
,
Matthew B. Blaschko
NeurIPS 2023 Datasets and Benchmarks Poster
Readers:
Everyone
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
Jörg Bornschein
,
Alexandre Galashov
,
Ross Hemsley
,
Amal Rannen-Triki
,
Yutian Chen
,
Arslan Chaudhry
,
Xu Owen He
,
Arthur Douillard
,
Massimo Caccia
,
Qixuang Feng
,
Jiajun Shen
,
Sylvestre-Alvise Rebuffi
,
Kitty Stacpoole
,
Diego de Las Casas
,
Will Hawkins
,
Angeliki Lazaridou
,
Yee Whye Teh
,
Andrei A. Rusu
,
Razvan Pascanu
,
Marc'Aurelio Ranzato
2022 (modified: 19 Apr 2023)
CoRR 2022
Readers:
Everyone
Towards Better Visual Explanations for Deep Image Classifiers
Agnieszka Grabska-Barwinska
,
Amal Rannen-Triki
,
Omar Rivasplata
,
András György
Published: 17 Oct 2021, Last Modified: 05 May 2023
XAI 4 Debugging Workshop @ NEURIPS 2021 Poster
Readers:
Everyone
On the Role of Optimization in Double Descent: A Least Squares Study
Ilja Kuzborskij
,
Csaba Szepesvari
,
Omar Rivasplata
,
Amal Rannen-Triki
,
Razvan Pascanu
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
View all 18 publications
Co-Authors
Agnieszka Grabska-Barwinska
Aida Nematzadeh
Alan Malek
Alexander Nicholas D'Amour
Alexandre Galashov
Alexis Bellot
Andrei A. Rusu
András György
Angeliki Lazaridou
Arslan Chaudhry
Arthur Douillard
Arthur Gretton
Christos Sagonas
Chulmin Joo
Clare Lyle
Cristina Nader Vasconcelos
Csaba Szepesvari
Csaba Szepesvári
Devis Tuia
Diego de Las Casas
Hyun Ju Han
Ilja Kuzborskij
Ira Ktena
Isabela Albuquerque
Ivana Kajic
View all 60 co-authors