Adobe, Inc.

Aravind Reddy Talla

Ryan A Rossi

Eunyee Koh

Anup Bandigadi Rao

Gang Wu

Nedim Lipka

Tung Mai

Zhao Song

Embodiments provide systems, methods, and computer storage media for a Nonsymmetric Determinantal Point Process (NDPPs) for compatible set recommendations in a setting where data representing entities (e.g., items) arrives in a stream. A stream representing compatible sets of entities is received and used to update a latent representation of the entities and a compatibility distribution indicating likelihood of compatibility of subsets of the entities. The probability distribution is accessed in a single sequential pass to predict a compatible complete set of entities that completes an incomplete set of entities. The predicted complete compatible set is provided a recommendation for entities that complete the incomplete set of entities.

Online inference and learning for nonsymmetric determinantal point processes

Growing community of inventors

Evanston, IL, United States of America

Aravind Reddy Talla