Ermis, Beyza

13 publications

TMLR 2025 Investigating Continual Pretraining in Large Language Models: Insights and Implications Çağatay Yıldız, Nishaanth Kanna Ravichandran, Nitin Sharma, Matthias Bethge, Beyza Ermis

NeurIPS 2025 The Leaderboard Illusion Shivalika Singh, Yiyang Nan, Alex Wang, Daniel D'souza, Sayash Kapoor, Ahmet Üstün, Sanmi Koyejo, Yuntian Deng, Shayne Longpre, Noah A. Smith, Beyza Ermis, Marzieh Fadaee, Sara Hooker

NeurIPS 2024 Elo Uncovered: Robustness and Best Practices in Language Model Evaluation Meriem Boubdir, Edward Kim, Beyza Ermis, Sara Hooker, Marzieh Fadaee

NeurIPSW 2024 Mix Data or Merge Models? Optimizing for Performance and Safety in Multilingual Contexts Aakanksha, Arash Ahmadian, Seraphina Goldfarb-Tarrant, Beyza Ermis, Marzieh Fadaee, Sara Hooker

ICLR 2024 Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning Ted Zadouri, Ahmet Üstün, Arash Ahmadian, Beyza Ermis, Acyr Locatelli, Sara Hooker

ICLRW 2023 On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research Luiza Amador Pozzobon, Beyza Ermis, Patrick Lewis, Sara Hooker

ICLR 2023 PASHA: Efficient HPO and NAS with Progressive Resource Allocation Ondrej Bohdal, Lukas Balles, Martin Wistuba, Beyza Ermis, Cedric Archambeau, Giovanni Zappella

CVPRW 2022 Continual Learning with Transformers for Image Classification Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cédric Archambeau

NeurIPSW 2022 Differentially Private Gradient Boosting on Linear Learners for Tabular Data Saeyoung Rho, Cedric Archambeau, Sergul Aydore, Beyza Ermis, Michael Kearns, Aaron Roth, Shuai Tang, Yu-Xiang Wang, Steven Wu

NeurIPS 2022 Memory Efficient Continual Learning with Transformers Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cedric Archambeau

UAI 2021 Towards Robust Episodic Meta-Learning Beyza Ermis, Giovanni Zappella, Cédric Archambeau

ICML 2020 Linear Bandits with Stochastic Delayed Feedback Claire Vernade, Alexandra Carpentier, Tor Lattimore, Giovanni Zappella, Beyza Ermis, Michael Brückner

UAI 2014 Iterative Splits of Quadratic Bounds for Scalable Binary Tensor Factorization Beyza Ermis, Guillaume Bouchard