Fast and flexible temporal point processes with triangular maps

Keyphrases

• Triangular Maps 100%
• Temporal Point Process 100%
• Continuous-time 66%
• Point Process Model 66%
• Recurrent Neural Network 33%
• Parallelization 33%
• Order of Magnitude 33%
• Modern Hardware 33%
• Variational Inference 33%
• Event Data 33%
• Discrete States 33%
• Fast Sampling 33%
• Non-recurrent 33%
• Normalizing Flows 33%
• State System 33%
• Likelihood Computations 33%
• Time-discrete 33%
• Time Event 33%

Computer Science

• Recurrent Neural Network 100%
• Process Model 100%
• Continuous Time 100%
• Parallelism 50%
• Time-Event 50%
• Discrete System State 50%
• Computer Hardware 50%

Mathematics

• Temporal Point Process 100%
• Continuous Time 66%
• Neural Network 33%
• Discrete State 33%