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职业迁徙
个人简介
I have co-founded Toloka as a dedicated business by developing it from a popular infrastructure service widely used in Yandex’s data-related teams. At that period, I was responsible for data-driven decisions, ML solutions, and development of data scientist ecosystem at Toloka.
I had large industrial scientific research experience at Yandex Research. My research interests are focused on Machine Learning, Data Analysis, Auction Theory; my research is published at ICML, NeurIPS, WSDM, WWW, KDD, SIGIR, CIKM, and TWEB. I was a co-author of three tutorials on practical A/B testing (at KDD 2018, WWW 2018, and SIGIR 2019) and six hands-on tutorials on efficient crowdsourcing (at KDD 2019, WSDM 2020, SIGMOD 2020, CVPR 2020, WWW 2021, NAACL 2021). I was co-organized of the NeurIPS 2020, VLDB 2021 & CHI 2022 workshops on Crowd Science; a PC member at several NeurIPS, ICML, ICLR, KDD, WSDM, CIKM, and WWW conferences; a senior PC member at WWW 2019; and a session chair at WWW2017.
I had large industrial scientific research experience at Yandex Research. My research interests are focused on Machine Learning, Data Analysis, Auction Theory; my research is published at ICML, NeurIPS, WSDM, WWW, KDD, SIGIR, CIKM, and TWEB. I was a co-author of three tutorials on practical A/B testing (at KDD 2018, WWW 2018, and SIGIR 2019) and six hands-on tutorials on efficient crowdsourcing (at KDD 2019, WSDM 2020, SIGMOD 2020, CVPR 2020, WWW 2021, NAACL 2021). I was co-organized of the NeurIPS 2020, VLDB 2021 & CHI 2022 workshops on Crowd Science; a PC member at several NeurIPS, ICML, ICLR, KDD, WSDM, CIKM, and WWW conferences; a senior PC member at WWW 2019; and a session chair at WWW2017.
研究兴趣
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AAAI 2021pp.25-30, (2021)
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119 (2020): 2678-2689
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