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

Revisiting Character-level Adversarial Attacks for Language Models

E. Abad Rocamora; Y. Wu; F. Liu; G. Chrysos; V. Cevher 

2024. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, July 21-27, 2024.

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Efficient local linearity regularization to overcome catastrophic overfitting

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

2024. 12th International Conference on Learning Representations (ICLR 2024), Vienna, Austria, May 7-11, 2024.

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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.

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Contact

e-mail address: Elias Abad Rocamora

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