Calibration

Author:

Borisov Alexey1,Kiseleva Julia2,Markov Ilya3,de Rijke Maarten3

Affiliation:

1. Yandex & University of Amsterdam, Moscow, Russian Fed.

2. UserSat.com & University of Amsterdam, Amsterdam, Netherlands

3. University of Amsterdam, Amsterdam, Netherlands

Funder

Nederlandse Organisatie voor Wetenschappelijk Onderzoek

Amsterdam Data Science

Google Faculty Research Awards program

Microsoft Research Ph.D. program

Publisher

ACM

Reference21 articles.

1. An Empirical Distribution Function for Sampling with Incomplete Information

2. O. Chapelle and Y. Zhang. 2009. A dynamic bayesian network click model for web search ranking. In WWW. ACM 1--10. 10.1145/1526709.1526711 O. Chapelle and Y. Zhang. 2009. A dynamic bayesian network click model for web search ranking. In WWW. ACM 1--10. 10.1145/1526709.1526711

3. A. Chuklin I. Markov and M. de Rijke. 2015. Click Models for Web Search .Morgan & Claypool. A. Chuklin I. Markov and M. de Rijke. 2015. Click Models for Web Search .Morgan & Claypool.

4. N. Craswell O. Zoeter M. Taylor and B. Ramsey. 2008. An experimental comparison of click position-bias models. In WSDM. ACM 87--94. 10.1145/1341531.1341545 N. Craswell O. Zoeter M. Taylor and B. Ramsey. 2008. An experimental comparison of click position-bias models. In WSDM. ACM 87--94. 10.1145/1341531.1341545

5. P. Domingos and M. Pazzani. 1996. Beyond independence: Conditions for the optimality of the simple Bayesian classifier. In ICML . Morgan Kaufm. 105--112. P. Domingos and M. Pazzani. 1996. Beyond independence: Conditions for the optimality of the simple Bayesian classifier. In ICML . Morgan Kaufm. 105--112.

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1. A Survey on Learning to Reject;Proceedings of the IEEE;2023-02

2. Posterior Probability Matters;Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval;2022-07-06

3. MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty Calibration;Proceedings of the ACM Web Conference 2022;2022-04-25

4. Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce Advertising;Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining;2021-08-14

5. Calibrating User Response Predictions in Online Advertising;Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track;2021

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