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Ilya Katsev

dblp:70/8466 · DBLP profile ↗
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1ranked-venue papers
0as first author
0since 2021 · last 2018
0000-0001-9279-0086ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1Databases, data management, data science and information retrieval · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Databases, data mining, and information retrieval
1 paper
Data mining · 77% Information retrieval · 23%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Data mining › causal inference
online controlled experiments		 0.312018
Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments · WSDM 2018
Information retrieval › evaluation › online evaluation
a/b testing		 0.112018
Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments · WSDM 2018
YearPublicationVenuePosition
2018 Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments
abstract
We study ratio overall evaluation criteria (user behavior quality metrics) and, in particular, average values of non-user level metrics, that are widely used in A/B testing as an important part of modern Internet companies» evaluation instruments (e.g., abandonment rate, a user»s absence time after a session).
Roman Budylin, Alexey Drutsa, Ilya Katsev, Valeriya Tsoy
 WSDM3