5 citations · 6 across the 13 of their papers we have counts for
4 papers · 1 filter
Steady Continuous Monitoring is (Just Barely) Impossible for Tests of Unbounded Length
Eric Bax, Alex Shtoff
AB testing evaluates the difference between a control and a treatment in a statistically rigorous manner. Continuous monitoring allows statistical evaluation of an AB test as it pr…
Early Stopping Based on Repeated Significance
Eric Bax, Arundhyoti Sarkar, Alex Shtoff
For a bucket test with a single criterion for success and a fixed number of samples or testing period, requiring a -value less than a specified value of for the success crit…
Low Rank Field-Weighted Factorization Machines for Low Latency Item Recommendation
Alex Shtoff, Michael Viderman, Naama Haramaty-Krasne +3
Factorization machine (FM) variants are widely used in recommendation systems that operate under strict throughput and latency requirements, such as online advertising systems. FMs…
Improving conversion rate prediction via self-supervised pre-training in online advertising
Alex Shtoff, Yohay Kaplan, Ariel Raviv
The task of predicting conversion rates (CVR) lies at the heart of online advertising systems aiming to optimize bids to meet advertiser performance requirements. Even with the rec…