Valentina Fedorova

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 11

Top Topics

Pairwise Comparison

Conformal Prediction

Probabilistic Logic

Top Venues

Fundam. Informaticae

Publications

Alexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova
Crowdsourcing Practice for Efficient Data Labeling: Aggregation, Incremental Relabeling, and Pricing. SIGMOD Conference (2020)
Alexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova
Practice of Efficient Data Collection via Crowdsourcing: Aggregation, Incremental Relabelling, and Pricing. WSDM (2020)
Alexander Shishkin, Anastasia A. Bezzubtseva, Valentina Fedorova, Alexey Drutsa, Gleb Gusev
Text Recognition Using Anonymous CAPTCHA Answers. WSDM (2020)
Nadezhda Bugakova, Valentina Fedorova, Gleb Gusev, Alexey Drutsa
Aggregation of pairwise comparisons with reduction of biases. CoRR (2019)
Valentina Fedorova, Gleb Gusev, Pavel Serdyukov
Latent Distribution Assumption for Unbiased and Consistent Consensus Modelling. CoRR (2019)
Alexey Drutsa, Viktoriya Farafonova, Valentina Fedorova, Olga Megorskaya, Evfrosiniya Zerminova, Olga Zhilinskaya
Practice of Efficient Data Collection via Crowdsourcing at Large-Scale. CoRR (2019)
Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova, Ivan Petej, Alexander Gammerman
Criteria of efficiency for set-valued classification. Ann. Math. Artif. Intell. 81 (1-2) (2017)
Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman
Criteria of Efficiency for Conformal Prediction. COPA (2016)
Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman
Criteria of efficiency for conformal prediction. CoRR (2016)
Yury Ustinovskiy, Valentina Fedorova, Gleb Gusev, Pavel Serdyukov
An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels. SIGIR (2016)
Yury Ustinovskiy, Valentina Fedorova, Gleb Gusev, Pavel Serdyukov
Meta-Gradient Boosted Decision Tree Model for Weight and Target Learning. ICML (2016)
Vladimir Vovk, Ivan Petej, Valentina Fedorova
Large-scale probabilistic predictors with and without guarantees of validity. NIPS (2015)
Vladimir Vovk, Ivan Petej, Valentina Fedorova
Large-scale probabilistic predictors with and without guarantees of validity. CoRR (2015)
Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk
Hypergraphical Conformal Predictors. Int. J. Artif. Intell. Tools 24 (6) (2015)
Vladimir Vovk, Ivan Petej, Valentina Fedorova
From Conformal to Probabilistic Prediction. AIAI Workshops (2014)
Dmitry Chistikov, Valentina Fedorova, Andrey A. Voronenko
Certificates of Non-Membership for Classes of Read-Once Functions. Fundam. Informaticae 132 (1) (2014)
Vladimir Vovk, Ivan Petej, Valentina Fedorova
From conformal to probabilistic prediction. CoRR (2014)
Valentina Fedorova, Alex J. Gammerman, Ilia Nouretdinov, Vladimir Vovk
Conformal Prediction under Hypergraphical Models. ICCSW (2013)
Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk
Conformal Prediction under Hypergraphical Models. AIAI (2013)
Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk
Plug-in martingales for testing exchangeability on-line CoRR (2012)
Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman
Testing the Gauss linear assumption for on-line predictions. Prog. Artif. Intell. 1 (3) (2012)
Valentina Fedorova, Alex J. Gammerman, Ilia Nouretdinov, Volodya Vovk
Plug-in martingales for testing exchangeability on-line. ICML (2012)