Maxime Meyer

Hi!

I am Maxime, a PhD Student at the Department of Mathematics of the National University of Singapore, under the guidance of Prof. Vincent Tan, and Prof. Caroline Chaux.

I am particularly interested in the theoretical properties of Transformers.

Publications

• Maxime Meyer, Mario Michelessa, Caroline Chaux, Vincent Y. F. Tan (2025). Memory Limitations of Prompt Tuning in Transformers. arXiv preprint arXiv:2509.00421.
• Maxime Meyer, Soumik Adhikary, Naixu Guo, Patrick Rebentrost (2025). Online Learning of Pure States is as Hard as Mixed States. arXiv preprint arXiv:2502.00823. Accepted to NeurIPS 2025

Talks and Posters

• Online Learning of Pure States is as Hard as Mixed States, Poster, Theory of Quantum Computation, Communication and Cryptography (TQC), Bangalore, Sep 2025.
• Online Learning of Pure States is as Hard as Mixed States, Poster, The Singapore-Bangalore "What is ...?" Workshop on Mathematics, Bangalore, Aug 2025.
• Online Learning of Pure States is as Hard as Mixed States, Poster, 25th Asian Quantum Information Science Conference (AQIS), Hong Kong, Aug 2025.
• On the sequential fat-shattering dimension of Quantum States, Talk, Centre for Quantum Technologies, NUS, Singapore, Nov 2024.

Teaching

• MA1301 Introductory Mathematics
• MA1522 Linear Algebra for Computing

Students

• AY24/25: Dang Hoang Duy

Awards

• IPAL PhD Scholarship, 2025