EFFICIENT DEEP DISTRIBUTION NETWORK FOR BID SHADING IN FIRST-PRICE AUCTIONS
Zhou, T., et. al. @ KDD 2021
Since 2019, most ad exchanges and sell-side platforms (SSPs), in the online advertising industry, shifted
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NEW PAPER ACCEPTED FOR PUBLICATION
Our paper “Efficient deep distribution network for bid shading in First-Price Auctions” has been accepted for publication at the KDD 2021 conference!
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PROSPECTIVE MODELING OF USERS FOR ONLINE DISPLAY ADVERTISING VIA DEEP TIME-AWARE MODEL
Gligorijevic, Dj., et. al. @ CIKM 2020
Prospective display advertising poses a particular challenge for large advertising platforms. -
BID SHADING IN THE BRAVE NEW WORLD OF FIRST-PRICE AUCTIONS
Gligorijevic, Dj., et. al. @ CIKM 2020
Online auctions play a central role in online advertising, and are one of the main reasons for the industry’s scalability and growth. -
NEW DATASET SHARED V2
We shared prospective conversion prediction datasets of time-ordered user activity trails collected across many different sources on the Web. This dataset is specifically designed for prospective advertising, a specific form of targeting where advertisers wish to target only potential and new users. In the updated version of the dataset retargeting signals are included in the additional…
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BID SHADING BY AUCTION CLEARING PRICE PREDICTION AND FAST SURPLUS MAXIMIZATION SEARCH
Pan, S., et. al. @ KDD-AdKDD 2020
This paper describes a new win-rate based bid shading algorithm (WR) that does not rely on the minimum -
TIME-AWARE USER EMBEDDINGS AS A SERVICE
Pavlovski, M., et. al. @ KDD 2020
Digital media companies typically collect rich data in the form of sequences of online user activities. -
USE OF DISEASE EMBEDDING TECHNIQUE TO PREDICT THE RISK OF PROGRESSION TO END-STAGE RENAL DISEASE
Zhou, F., et .al. @ J. Biomed. Inform.
The accurate prediction of progression of Chronic Kidney Disease (CKD) to End Stage Renal Disease (ESRD) -
OPTIMIZING CLINICAL TRIALS RECRUITMENT VIA DEEP LEARNING
Gligorijevic, J., Gligorijevic, Dj., et. al. @ J Am Med Inform Assoc
Clinical trials, prospective research studies on human participants carried out by a distributed team of -
TIME-AWARE PROSPECTIVE MODELING OF USERS FOR ONLINE DISPLAY ADVERTISING
Gligorijevic, Dj., et. al. @ KDD-AdKDD 2019
Prospective display advertising poses a great challenge for large advertising platforms as the strongest