Search Results for author: Randy Auerbach

Found 3 papers, 1 papers with code

Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework

1 code implementation NeurIPS 2023 Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard Chen, Zihao Deng, Nicholas Allen, Randy Auerbach, Faisal Mahmood, Ruslan Salakhutdinov, Louis-Philippe Morency

The recent explosion of interest in multimodal applications has resulted in a wide selection of datasets and methods for representing and integrating information from different modalities.

Model Selection

Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data

no code implementations ACL 2021 Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency

Using computational models, we find that language and multimodal representations of mobile typed text (spanning typed characters, words, keystroke timings, and app usage) are predictive of daily mood.

Privacy Preserving

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