Hi! I am a PhD Student at the Institute for Adaptive and Neural Computation and part of the APRIL research lab in Edinburgh, supervised by Dr. Antonio Vergari and Dr. Iain Murray. The focus of my research currently lies at the intersection of tractable probabilistic modeling and tensor factorizations for efficient machine learning methods. In particular, a major aspect of my research is understanding and tracing the expressiveness of probabilistic models supporting exact yet efficient inference. More generally, I am also interested in deep generative models and neurosymbolic methods.

Contact:

Links: Curriculum Vitae

Publications

For a complete list refer to Semantic Scholar or Google Scholar. * = Shared first authorship.