Elias Abad Rocamora

Research Interests:

Adversarial Training
Robustness Verification
Optimization

Biography

I received my BSc in Data Science and Engineering from Universitat Politècnica de Catalunya (UPC) in Barcelona, Spain in 2022. I then moved to Madrid to obtain my MSc in Applied Mathematics from Universidad Carlos III de Madrid (UC3M) in 2023. I conducted both my BSc and MSc thesis at LIONS and started my PhD in September 2023. My hobbies are running, cycling, climbing and any mountain-related activity.

Publications

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Revisiting Character-level Adversarial Attacks for Language Models

2024. 41st International Conference on Machine Learning (ICML 2024).

Detailed record

Efficient local linearity regularization to overcome catastrophic overfitting

2024. 12th International Conference on Learning Representations (ICLR 2024).

Detailed record

Sound and Complete Verification of Polynomial Networks

E. Abad Rocamora; M. F. Sahin; F. Liu; G. Chrysos; V. Cevher

2022. 36th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, November 28 – December 3, 2022.

Detailed record

Contact

e-mail address: Elias Abad Rocamora

EPFL people page