CSCI 676 Multimodal Probabilistic Learning of Human Communication

Units: 3
Terms Offered: Fa

Computational models of human communicative behaviors. Linguistic, acoustic and visual modalities during social interaction. Multimodal machine learning and pattern recognition, including generative and discriminative models.
Recommended Preparation: CSCI 542 or CSCI 567 or CSCI 573 or equivalent; proper academic background in probability, statistics and linear algebra; previous experience in machine learning is suggested but not obligatory. This course is not a replacement for CSCI 567 .
Instruction Mode: Lecture
Grading Option: Letter