International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2023)

Topics

• Manifolds and embedding
• Algorithms and architectures for high-performance computation
• Multi-agent systems
• Approximate inference
• No-regret learning
• Bayesian models and estimation
• Non-Bayesian models and estimation
• Business Process Intelligence
• Nonparametric models
• Causality
• Regression
• Classification
• Reinforcement learning, planning, control
• Clustering
• Relational learning
• Deep learning including optimization
• Software for and applications of AI and statistics
• Density estimation
• Solicited topics
• Game theory
• Sparsity and compressed sensing
• Gaussian processes
• Statistical and computational learning theory
• Generalization and architectures
• Structured prediction
• Graphical models
• Topic models
• Including learning with privacy and fairness
• Trustworthy learning
• Interpretability and robustness
• Unsupervised and semi-supervised learning
• Kernel methods
• Logic and probability