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Randy Auerbach

2 accepted papers

2023

Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework

NeurIPS 2023poster

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. Despite these empirical advances, there remain fundamental research questions: How can we quantify the interact…

2021

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

ACL 2021long

Mental health conditions remain underdiagnosed even in countries with common access to advanced medical care. The ability to accurately and efficiently predict mood from easily collectible data has several important implications for the early detection, intervention, and treatment of mental health d…

Cited by 21SourcePDFScholar