Notes

• Unnormalized Probabilitic Models
• Advanced Gradient Estimation through Discreteness
• Conjugate Bayesian analysis of Common Distributions

Talks

• The Modern Arts of Discrete Energy-based Models Training and Inference. Reading Group Talk @ CSML, March 2023.
• Model Explanation with Shapley Values. Reading Group Talk @ Tencent AI Lab, Dec 2021. [video in Chinese]
• EBM Learning and Inference: A Retrospection and Beyond. Reading Group Talk @ Tencent AI Lab, July 2021. [code] [notes]
• How to train unnormalized probabilitic models. Reading Group Talk @ Tencent Jarvis Lab, May 2021. [code]
• Adversarial Examples in Natural Language Processing. Reading Group Talk @ SYSU, Sept 2019.