MB
Murat Ali Bayir
cs.AIcs.DBcs.IRcs.LGstat.MLcs.DS
On Valency
published · living versionsW_gp4y2f4t·v1 · currentpublished
Beyond IPS: Reliable Counterfactual Evaluation in Multi-Stage Ad Systems without Logged Propensities
with Mohsen Malmir, Mohamed A. Radwan, Houssam Nassif
1 version
Preprints & journals
6 papers in the corpus · 2008–2026Impression Share Prediction: An Offline Evaluation Task for Ranking Systems2608.16872v1 · Mohsen Malmir, Houssam Nassif, Danish Nasir Shaikh et al.2026 · 0 citationsIn Proceedings of the ACM Conference on Recommender Systems (RecSys'26), Minneapolis, US, 2026
Counterfactual Evaluation of Ads Ranking Models through Domain Adaptation2409.19824v1 · Mohamed A. Radwan, Himaghna Bhattacharjee, Quinn Lanners et al.2024 · 0 citationsACM Conference on Recommender Systems (RecSys'24) Workshops, Bari, Italy, 2024
Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction2010.08710v2 · Shuxi Zeng, Murat Ali Bayir, Joesph J.Pfeiffer III et al.2020 · 22 citationsarXiv
Genie: An Open Box Counterfactual Policy Estimator for Optimizing Sponsored Search Marketplace1808.07251v1 · Murat Ali Bayir, Mingsen Xu, Yaojia Zhu et al.2018 · 1 citationarXiv
Link Based Session Reconstruction: Finding All Maximal Paths1307.1927v1 · Murat Ali Bayir, Ismail Hakki Toroslu2013 · 2 citationsarXiv
Discovering More Accurate Frequent Web Usage Patterns0804.1409v1 · Murat Ali Bayir, Ismail Hakki Toroslu, Ahmet Cosar et al.2008 · 5 citationsarXiv
Career total: 35 works. 6 are in this corpus.
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