Parameter Learning on Weighted Model Integration

Research Scholar, StarAI Lab, UCLA, 2019

  • Advisor: Prof. Guy Van den Broeck
  • Date: Nov 2019 - PRESENT
  • Studied the Parameter Learning of Markov Logic Networks
  • Analyzed the convexity of the log-likelihood function and log-partition function when the weight functions are different parametric formulas