Antonio Franca

I am a PhD student working with Alexander Tong and Michael Bronstein at AITHYRA. Previously, I earned an MPhil in Machine Learning at Cambridge and a BSc in Mathematics at VU Amsterdam.

My current interests include:

  • Efficient and controllable generative modeling: tractable likelihoods, fine-grained control, discrete-continuous cogeneration, fast sampling
  • Efficient sampling: flow-based methods for high-dimensional Boltzmann densities
  • Generative modeling for molecular design: flow matching and diffusion for dynamics-informed molecule design

I'm based in Vienna, where it's currently --:--:--.

In my spare time, I run, swim, surf, lift, explore nature, eat, code, travel, and read.

Leave a message in my guestbook.