discrete data

5 papers

• Collaborative and Confidential Junction Trees for Hybrid Bayesian Networks
• Differentiable Structure Learning and Causal Discovery for General Binary Data
• Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows
• ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model
• MIBP-Cert: Certified Training against Data Perturbations with Mixed-Integer Bilinear Programs