Emma Caldwell

Emma Caldwell

PhD student

Helmholtz AI

TU Munich

I started my PhD in 2023 under the supervision of Vincent Fortuin and am currently working on better uncertainty-awareness for LLMs.

I did my BSc in Physics at LMU, specializing in statistical physics.

I have an MA degree in Logic and Philosophy of Science from the LMU, where I focused on Bayesian Epistemology, as well as an MSc degree in Computational Linguistics with a minor in Informatics from the LMU, where I focused on LLM benchmarking using hierarchical Bayesian models. I also spent some time as a working student at the Volkswagen Data Lab for AI Innovation working on classification of customer complaints and building an automotive training corpus.

Interests
  • Bayesian Deep Learning
  • Statistics
  • Bayesian Epistemology
Education
  • MSc in Computational Linguistics, 2022

    CIS, LMU

  • MA in Logic and Philosophy of Science, 2018

    MCMP, LMU

  • BSc in Physics, 2016

    LMU