• Efficient Estimation of Generative Models Using Tukey Depth 

      Vo, Minh-Quan; Nguyen, Thu; Riegler, Michael; Hammer, Hugo Lewi (Peer reviewed; Journal article, 2024)
      Generative models have recently received a lot of attention. However, a challenge with such models is that it is usually not possible to compute the likelihood function, which makes parameter estimation or training of ...
    • Tsetlin Machine for Sentiment Analysis and Spam Review Detection in Chinese 

      Zhang, Xuanyu; Zhou, Hao; Yu, Ke; Wu, Xiaofei; Yazidi, Anis (Peer reviewed; Journal article, 2023)
      In Natural Language Processing (NLP), deep-learning neural networks have superior performance but pose transparency and explainability barriers, due to their black box nature, and, thus, there is lack of trustworthiness. ...