Plug-in martingales for testing exchangeability on-line. - Valentina Fedorova; Alex Gammerman; Ilia Nouretdinov; Volodya Vovk (ICML, 2012)

Testing the Gauss linear assumption for on-line predictions. - Valentina Fedorova; Ilia Nouretdinov; Alex Gammerman (Prog. Artif. Intell., 2012)

Conformal Prediction under Hypergraphical Models. - Valentina Fedorova; Alex Gammerman; Ilia Nouretdinov; Vladimir Vovk (ICCSW, 2013)

From Conformal to Probabilistic Prediction. - Vladimir Vovk; Ivan Petej; Valentina Fedorova (AIAI (Workshops), 2014)

Certificates of Non-Membership for Classes of Read-Once Functions. - Dmitry Chistikov 001; Valentina Fedorova; Andrey A. Voronenko (Fundam. Informaticae, 2014)

Conformal prediction and testing under on-line compression models. - Valentina Fedorova (2014)

Large-scale probabilistic predictors with and without guarantees of validity. - Vladimir Vovk; Ivan Petej; Valentina Fedorova (NIPS, 2015)

Hypergraphical Conformal Predictors. - Valentina Fedorova; Alex Gammerman; Ilia Nouretdinov; Vladimir Vovk (Int. J. Artif. Intell. Tools, 2015)

Criteria of Efficiency for Conformal Prediction. - Vladimir Vovk; Valentina Fedorova; Ilia Nouretdinov; Alexander Gammerman (COPA, 2016)

Meta-Gradient Boosted Decision Tree Model for Weight and Target Learning. - Yury Ustinovskiy; Valentina Fedorova; Gleb Gusev; Pavel Serdyukov (ICML, 2016)

An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels. - Yury Ustinovskiy; Valentina Fedorova; Gleb Gusev; Pavel Serdyukov (SIGIR, 2016)

Criteria of efficiency for set-valued classification. - Vladimir Vovk; Ilia Nouretdinov; Valentina Fedorova; Ivan Petej; Alex Gammerman (Ann. Math. Artif. Intell., 2017)

Aggregation of pairwise comparisons with reduction of biases. - Nadezhda Bugakova; Valentina Fedorova; Gleb Gusev; Alexey Drutsa (CoRR, 2019)

Latent Distribution Assumption for Unbiased and Consistent Consensus Modelling. - Valentina Fedorova; Gleb Gusev; Pavel Serdyukov (CoRR, 2019)

Practice of Efficient Data Collection via Crowdsourcing at Large-Scale. - Alexey Drutsa; Viktoriya Farafonova; Valentina Fedorova; Olga Megorskaya; Evfrosiniya Zerminova; Olga Zhilinskaya (CoRR, 2019)

Crowdsourcing Practice for Efficient Data Labeling: Aggregation, Incremental Relabeling, and Pricing. - Alexey Drutsa; Valentina Fedorova; Dmitry Ustalov; Olga Megorskaya; Evfrosiniya Zerminova; Daria Baidakova (SIGMOD Conference, 2020)

Practice of Efficient Data Collection via Crowdsourcing: Aggregation, Incremental Relabelling, and Pricing. - Alexey Drutsa; Valentina Fedorova; Dmitry Ustalov; Olga Megorskaya; Evfrosiniya Zerminova; Daria Baidakova (WSDM, 2020)

Text Recognition Using Anonymous CAPTCHA Answers. - Alexander Shishkin; Anastasia A. Bezzubtseva; Valentina Fedorova; Alexey Drutsa; Gleb Gusev (WSDM, 2020)