Columbia University; CMU; CMU, Columbia University; Harvard Medical School, Brigham and Women’s Hospital; University of Oregon; CMU, Princeton University; CMU, UW; University of Pennsylvania
Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard Chen, Zihao Deng, Nicholas Allen, Randy Auerbach, Faisal Mahmood, Russ Salakhutdinov, Louis-Philippe Morency
multimodal learning;feature interactions;partial information decomposition;information theory;quantification;model selection
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework