Ivan P. Yamshchikov
- Associate Professor:HSE Campus in St. Petersburg / St. Petersburg School of Physics, Mathematics, and Computer Science / Department of Informatics
- Ivan P. Yamshchikov has been at HSE University since 2020.
Viacheslav Shibaev (UrFU, Ekaterinburg)
- Effective C ++ Programming (Master’s programme; St. Petersburg School of Physics, Mathematics, and Computer Science ; 1 year, 1-4 module)Rus
- Formal Languages (Master’s programme; St. Petersburg School of Physics, Mathematics, and Computer Science ; 1 year, 3 module)Rus
- Project Seminar (Bachelor’s programme; St. Petersburg School of Physics, Mathematics, and Computer Science ; 4 year, 1-3 module)Rus
- Project Seminar (Bachelor’s programme; St. Petersburg School of Physics, Mathematics, and Computer Science ; 2 year, 2, 4 module)Rus
- Chapter Yamshchikov I. P., Shibaev V., Khlebnikov N., Tikhonov A. Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric, in: The Thirty-Fifth AAAI Conference on Artificial Intelligence. Technical Tracks 16 Vol. 35. Issue 16. AAAI Press, 2021. P. 14213-14220.
- Chapter Gudova M., Guzikova M., Yamshchikov I. P. Creativity in the Age of Robots: A Polemic, Philosophical and Cultural Preface to a Discussion, in: Communication trends in the post-literacy era: polylingualism, multimodality and multiculturalism as prerequisites for new creativity. Ekaterinburg : Ural University Press, 2020. doi P. 8-18. doi
- Chapter Ivan P. Yamshchikov, Saha C. M., Samenko I., Jost J. It Means More If It Sounds Good: Yet Another Hypothesis Concerning the Evolution of Polysemous Words, in: COMPLEXIS 2020 - Proceedings of the 5th International Conference on Complexity, Future Information Systems and Risk Vol. 1. Setúbal : SciTePress, 2020. P. 143-148. doi
- Article Ivan P. Yamshchikov, Tikhonov A. Music generation with variational recurrent autoencoder supported by history // SN Applied Sciences. 2020. Vol. 2. No. 12. P. 1-7. doi
- Article Agafonova Y., Tikhonov A., Ivan P. Yamshchikov. Paranoid transformer: Reading narrative of madness as computational approach to creativity // Future Internet. 2020. Vol. 12. No. 11. Article 182. doi
- Chapter Rasov A., Obabkov I., Olbrich E., Ivan P. Yamshchikov. Text Classification for Monolingual Political Manifestos with Words Out of Vocabulary, in: COMPLEXIS 2020 - Proceedings of the 5th International Conference on Complexity, Future Information Systems and Risk Vol. 1. Setúbal : SciTePress, 2020. P. 149-154. doi
- Chapter Ivan P. Yamshchikov, Shibaev V., Nagaev A., Jost J., Tikhonov A. Decomposing Textual Information For Style Transfer, in: Proceedings of the 3rd Workshop on Neural Generation and Translation. Association for Computational Linguistics, 2019. P. 128-137. doi
- Chapter Yamshchikov I. P., Shibaev V., Tikhonov A. Dyr bul shchyl. Proxying sound symbolism with word embeddings, in: Proceedings of the 3rd Workshop on Evaluating Vector Space Representations for NLP 2019. Association for Computational Linguistics, 2019. P. 90-94.
- Article Ivan P. Yamshchikov, Tikhonov A. Learning Literary Style End-to-end with Artificial Neural Networks // Advances in Science, Technology and Engineering Systems. 2019. Vol. 4. No. 6. P. 115-125. doi
- Chapter Tikhonov A., Shibaev V., Nagaev A., Nugmanova A., Ivan P. Yamshchikov. Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites, in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Hong Cong : Association for Computational Linguistics, 2019. P. 3936-3945. doi
- Chapter Tikhonov A., Ivan P. Yamshchikov. Guess who? Multilingual Approach For The Automated Generation Of Author-Stylized Poetry, in: 2018 IEEE Spoken Language Technology Workshop (SLT). Institute of Electrical and Electronics Engineers Inc., 2018. doi P. 787-794. doi
- Chapter Yamshchikov I. P., Tikhonov A. I Feel You: What makes algorithmic experience personal?, in: EVA Copenhagen 2018 - Politics of the Machines - Art and After. Copenhagen : BCS, The Chartered Institute for IT, 2018. doi P. 1-6. doi
- Chapter Tikhonov A., Yamshchikov I. P. Sounds Wilde. Phonetically extended embeddings for author-stylized poetry generation, in: Proceedings of the Fifteenth Workshop on Computational Research in Phonetics, Phonology, and Morphology. Association for Computational Linguistics, 2018. P. 117-124.
- Article Bordag L., Ivan P. Yamshchikov. Optimization problem for a portfolio with an illiquid asset: Lie group analysis // Journal of Mathematical Analysis and Applications. 2017. Vol. 453. No. 2. P. 668-699. doi (in press)
- Article Bordag L., Ivan P. Yamshchikov, Zhelezov D. Optimal allocation–consumption problem for a portfolio with an illiquid asset // International Journal of Computer Mathematics. 2014. Vol. 93. No. 5. P. 749-760. doi (in press)
2021 — present.
Higher School of Economics. St. Petersburg, Russia.
Computational Epistemology, Machine Learning and cognition, computational creativity.
2017 — 2021.
Max Planck Institute for Mathematics in the Sciences. Leipzig, Germany.
Data Analysis, Neural Networks and AI in applications to cognition and content generation.
2018 — 2020.
ABBYY. Munich, Germany.
Consulting on AI products research and development, promoting engineering culture in the organisation, giving industrial keynotes on the role of AI in Digital Transformation and its applications in Document Processing and Process Optimisation.
2018 — present
Creaited Labs. Leipzig, Germany.
Research of creative AI applications.
Marie Curie Early Stage Researcher.
2013 — 2016
University of Applied Sciences Zittau-Goerlitz. Germany.
ITN Research Project STRIKE (Novel Methods in Computational Finance) supported by the European Union in the FP7-PEOPLE-2012-ITN Program under Grant Agreement Number 304617. Mathematical models of financial illiquidity, study of arising non-linear partial differential equations, symmetry-analysis.
Manager for AI and R'n'D projects.
2016 — 2017
Senior Analyst. Head of the New Products Research Group.
2012 — 2016
Behavior analytics, segmentations, predictive analytics, human-machine interactions.
2011 — 2012
Forecasts, strategic analytics, segmentations.
2005 — 2008
5th Channel. Russia.
A host on a TV-show "Igra Uma", a teenager intellectual competition.
For other information read my Linkedin profile.
The laboratory will study natural language texts, develop deep learning methods for their generation, and analyze computational linguistic data. Yandex, as a project partner, will help attract leading experts in artificial intelligence and data analysis to work in the laboratory on a long-term basis. The laboratory will be headed by Ivan Yamshchikov, Yandex Research Fellow and Associate Professor of Informatics at HSE University – St. Petersburg.