Valentina Fedorova

According to our database, Valentina Fedorova authored at least 18 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Text Recognition Using Anonymous CAPTCHA Answers.

Alexander Shishkin, Anastasia A. Bezzubtseva, Valentina Fedorova, Alexey Drutsa, Gleb Gusev

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 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

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Crowdsourcing Practice for Efficient Data Labeling: Aggregation, Incremental Relabeling, and Pricing.

Alexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova

Proceedings of the 2020 International Conference on Management of Data, 2020

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

Latent Distribution Assumption for Unbiased and Consistent Consensus Modelling.

Valentina Fedorova, Gleb Gusev, Pavel Serdyukov

CoRR, 2019

Aggregation of pairwise comparisons with reduction of biases.

Nadezhda Bugakova, Valentina Fedorova, Gleb Gusev, Alexey Drutsa

CoRR, 2019

2017

Criteria of efficiency for set-valued classification.

Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova, Ivan Petej, Alex Gammerman

Ann. Math. Artif. Intell., 2017

2016

An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels.

Yury Ustinovskiy, Valentina Fedorova, Gleb Gusev, Pavel Serdyukov

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Meta-Gradient Boosted Decision Tree Model for Weight and Target Learning.

Yury Ustinovskiy, Valentina Fedorova, Gleb Gusev, Pavel Serdyukov

Proceedings of the 33nd International Conference on Machine Learning, 2016

Criteria of Efficiency for Conformal Prediction.

Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016

2015

Hypergraphical Conformal Predictors.

Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk

Int. J. Artif. Intell. Tools, 2015

Large-scale probabilistic predictors with and without guarantees of validity.

Vladimir Vovk, Ivan Petej, Valentina Fedorova

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

Conformal prediction and testing under on-line compression models.

Valentina Fedorova

PhD thesis, 2014

Certificates of Non-Membership for Classes of Read-Once Functions.

Dmitry Chistikov, Valentina Fedorova, Andrey A. Voronenko

Fundam. Informaticae, 2014

From Conformal to Probabilistic Prediction.

Vladimir Vovk, Ivan Petej, Valentina Fedorova

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

2013

Conformal Prediction under Hypergraphical Models.

Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk

Proceedings of the 2013 Imperial College Computing Student Workshop, 2013

2012

Testing the Gauss linear assumption for on-line predictions.

Valentina Fedorova, Ilia Nouretdinov, Alex Gammerman

Prog. Artif. Intell., 2012

Plug-in martingales for testing exchangeability on-line.

Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Volodya Vovk

Proceedings of the 29th International Conference on Machine Learning, 2012