Albert Catalan-Tatjer

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I am a first year PhD student at the safety- & efficiency- aligned learning (🦭) group advised by Jonas Geiping funded by IMPRS-IS and Amazon Science Hub. I am excited about most things deep learning especially optimization and inference efficiency. Fundamental to my research is the implementation of mathematical ideas on computer technologies. On my free time I enjoy science and sports.

I am always open to collaborations or project supervisions! Just drop me a message :).

News

Publications

Training Dynamics Impact Post-Training Quantization Robustness.

Albert Catalan-Tatjer, Niccolò Ajroldi, Jonas Geiping. Preprint (2026)

Decoding class dynamics in learning with noisy labels.

Albert Catalan-Tatjer, Bhalaji Nagarajan, Ricardo Marques, Petia Radeva. Pattern Recognition Letters (2024)

CCLM: Class-conditional label noise modelling.

Albert Catalan-Tatjer, Bhalaji Nagarajan, Ricardo Marques, Petia Radeva. IbPRIA (2023) Best Paper