Search Results for author: Mihajlo Grbovic

Found 10 papers, 1 papers with code

Revenue Maximization of Airbnb Marketplace using Search Results

no code implementations14 Nov 2019 Jiawei Wen, Hossein Vahabi, Mihajlo Grbovic

The initial output of the pricing strategy is a price vector for the top displayed items in one search event.

Proceedings of the 2017 AdKDD & TargetAd Workshop

no code implementations11 Jul 2017 Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan

Proceedings of the 2017 AdKDD and TargetAd Workshop held in conjunction with the 23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining Halifax, Nova Scotia, Canada.

Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising

no code implementations7 Jul 2016 Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens

For this reason search engines often provide a service of advanced matching, which automatically finds additional relevant queries for advertisers to bid on.

Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests

no code implementations29 Jun 2016 Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic

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 in improved user experience and increased advertisers' revenue.

Retrieval

How Many Folders Do You Really Need?

no code implementations29 Jun 2016 Mihajlo Grbovic, Guy Halawi, Zohar Karnin, Yoelle Maarek

We report how we have discovered that a set of 6 "latent" categories (one for human- and the others for machine-generated messages) can explain a significant portion of email traffic.

General Classification

Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content

no code implementations28 Jun 2016 Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati

In particular, we exploit the context of documents in streams and use one of the language models to model the document sequences, and the other to model word sequences within them.

Network-Efficient Distributed Word2vec Training System for Large Vocabularies

no code implementations27 Jun 2016 Erik Ordentlich, Lee Yang, Andy Feng, Peter Cnudde, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Gavin Owens

Word2vec is a popular family of algorithms for unsupervised training of dense vector representations of words on large text corpuses.

Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior

no code implementations15 Dec 2015 Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic

Linking online shopping to income, we find that shoppers from more affluent areas purchase more expensive items and buy them more frequently, resulting in significantly more money spent on online purchases.

Social and Information Networks Computers and Society

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