75 citations · 94 across the 11 of their papers we have counts for
8 papers · 1 filter
Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic +3
Tourism industry has grown tremendously in the previous several decades. Despite its global impact, there still remain a number of open questions related to better understanding of…
Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic +6
Sponsored search represents a major source of revenue for web search engines. This popular advertising model brings a unique possibility for advertisers to target users' immediate…
How Many Folders Do You Really Need?
Mihajlo Grbovic, Guy Halawi, Zohar Karnin +1
Email classification is still a mostly manual task. Consequently, most Web mail users never define a single folder. Recently however, automatic classification offering the same cat…
Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic +2
We consider the problem of personalization of online services from the viewpoint of ad targeting, where we seek to find the best ad categories to be shown to each user, resulting i…
Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content
Nemanja Djuric, Hao Wu, Vladan Radosavljevic +2
We consider the problem of learning distributed representations for documents in data streams. The documents are represented as low-dimensional vectors and are jointly learned with…
Network-Efficient Distributed Word2vec Training System for Large Vocabularies
Erik Ordentlich, Lee Yang, Andy Feng +5
Word2vec is a popular family of algorithms for unsupervised training of dense vector representations of words on large text corpuses. The resulting vectors have been shown to captu…
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric +2
As one of the leading platforms for creative content, Tumblr offers advertisers a unique way of creating brand identity. Advertisers can tell their story through images, animation,…
E-commerce in Your Inbox: Product Recommendations at Scale
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric +4
In recent years online advertising has become increasingly ubiquitous and effective. Advertisements shown to visitors fund sites and apps that publish digital content, manage socia…