http://www.cs.utexas.edu/~swarat
Hey there! Here is a short #introduction of myself.
I am a PhD student at the University of Amsterdam, working on Neurosymbolic Learning.
I am interested in combining generative modelling with symbolic knowledge for structured representation learning and reasoning.
Looking forward to connecting with people with similar interests.
#ai #machinelearning #deeplearning #neurosymbolic #generativemodelling
I'm a CS prof at UT Austin. My original research background is in Programming Languages and Formal Methods, and these days, I'm mostly interested in the interface of these areas and ML. Technical themes in my work include neurosymbolic methods, program synthesis, coupling reasoning and learning, and interpretable/controllable ML. I am interested in applications of these ideas in ML for code/math, high-assurance autonomy, and scientific knowledge discovery.