My research focuses on uncertainty quantification and robustness in LLMs.
My research interests are uncertainty quantification and robustness, machine learning, generative AI and NLP.
I am affiliated with the Data Science Institute at Imperial College London. I am also a member of the AI 4 Climate Lab.
I chose to pursue a PhD with the STAI CDT because it is in line with my research interests, it is inclusive, and offers additional resources and training.
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Work Experience: Mariya is Director at Sustainable Fitch (part of Fitch Group) responsible for product development. Prior to that, she spent a number of years at top firms in asset management. She also is a DeepMind scholar, Forbes speaker, ITU (United Nations) member, frequent guest speaker, and a start-up mentor. Mariya is recognised as one of Women of the Future: 50 Rising Stars in ESG.
Linkedin: https://www.linkedin.com/in/mariapavlova11
E-mail address: m.pavlova22@imperial.ac.uk
Masters Qualification: MSc AI, Queen Mary University of London (Distinction), DeepMind scholar
