no code implementations • 12 Dec 2023 • Eliran Abutbul, Yohay Kaplan, Naama Krasne, Oren Somekh, Or David, Omer Duvdevany, Evgeny Segal
One of the fastest growing segments of Gemini native is dynamic-product-ads (DPA), where major advertisers, such as Amazon and Walmart, provide catalogs with millions of products for the system to choose from and present to users.
no code implementations • 8 Dec 2023 • Michal Aharon, Yohay Kaplan, Rina Levy, Oren Somekh, Ayelet Blanc, Neetai Eshel, Avi Shahar, Assaf Singer, Alex Zlotnik
Yahoo's native advertising (also known as Gemini native) serves billions of ad impressions daily, reaching a yearly run-rate of many hundred of millions USD.
no code implementations • 8 Dec 2023 • Yohay Kaplan, Naama Krasne, Alex Shtoff, Oren Somekh
However, we cannot ignore these positive events, as filtering these will cause the model to under predict.
no code implementations • 23 May 2023 • Alex Shtoff, Elie Abboud, Rotem Stram, Oren Somekh
Therefore, it is easy to incorporate into an existing system to improve its performance.
no code implementations • 13 Nov 2022 • Yohay Kaplan, Yair Koren, Alex Shtoff, Tomer Shadi, Oren Somekh
The predicted probabilities are then used in Gemini native auctions to determine which ads to present for every serving event (impression).
no code implementations • 10 Jun 2014 • Oren Anava, Shahar Golan, Nadav Golbandi, Zohar Karnin, Ronny Lempel, Oleg Rokhlenko, Oren Somekh
It is well known that collaborative filtering (CF) based recommender systems provide better modeling of users and items associated with considerable rating history.
no code implementations • NeurIPS 2013 • Eshcar Hillel, Zohar Karnin, Tomer Koren, Ronny Lempel, Oren Somekh
That is, distributing learning to $k$ players gives rise to a factor $\sqrt{k}$ parallel speed-up.