227 citations
- Hebrew University of JerusalemIL26 papers
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- Technion – Israel Institute of TechnologyIL14 papers
- Google (United States)US7 papers
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- Bar-Ilan UniversityIL4 papers
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- Weizmann Institute of ScienceIL3 papers
13 papers · 1 filter
Predicting drug recalls from Internet search engine queries
Elad Yom-Tov
Batches of pharmaceutical are sometimes recalled from the market when a safety issue or a defect is detected in specific production runs of a drug. Such problems are usually detect…
CB2CF: A Neural Multiview Content-to-Collaborative Filtering Model for Completely Cold Item Recommendations
Oren Barkan, Noam Koenigstein, Eylon Yogev +1
In Recommender Systems research, algorithms are often characterized as either Collaborative Filtering (CF) or Content Based (CB). CF algorithms are trained using a dataset of user…
Inferring individual attributes from search engine queries and auxiliary information
Luca Soldaini, Elad Yom-Tov
Internet data has surfaced as a primary source for investigation of different aspects of human behavior. A crucial step in such studies is finding a suitable cohort (i.e., a set of…
Predicting Counterfactuals from Large Historical Data and Small Randomized Trials
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
When a new treatment is considered for use, whether a pharmaceutical drug or a search engine ranking algorithm, a typical question that arises is, will its performance exceed that…
Efficient Empirical Revenue Maximization in Single-Parameter Auction Environments
Yannai A. Gonczarowski, Noam Nisan
We present a polynomial-time algorithm that, given samples from the unknown valuation distribution of each bidder, learns an auction that approximately maximizes the auctioneer's r…
Gibbard-Satterthwaite Success Stories and Obvious Strategyproofness
Sophie Bade, Yannai A. Gonczarowski
The Gibbard-Satterthwaite Impossibility Theorem holds that dictatorship is the only Pareto optimal and strategyproof social choice function on the full domain of preferences. Much…