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Publications at A* conferences on artificial intelligence
2023
Puchkin N., Shcherbakova V. A Contrastive Approach to Online Change Point Detection , in: AISTATS 2023 Kodryan M., Kropotov D., Vetrov D. MARS: Masked Automatic Ranks Selection in Tensor Decompositions , in: AISTATS 2023 Rofin M., Mikhailov V., Florinskiy M., Kravchenko A., Tutubalina E., Shavrina T., Karabekyan D., Artemova E. VOTE’N’RANK: Revision of Benchmarking with Social Choice Theory , in: EACL 2023 (ACL) Platonov O., Kuznedelev D., Diskin M., Babenko A., Prokhorenkova L. A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress? in: ICLR 2023
2021-2022
Durmus A., Moulines E., Naumov A., Samsonov S., Scaman K., Wai H. Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize , in: Advances in Neural Information Processing Systems 34 (NeurIPS 2021) Tiapkin D., Gasnikov A. Primal-Dual Stochastic Mirror Descent for MDPs , in: Proceedings of The 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022) Shchekotov I., Andreev P., Ivanov O., Alanov A., Vetrov D. FFC-SE: Fast Fourier Convolution for Speech Enhancement , in: Interspeech 2022 Surkov M., Mosin V., Yamshchikov I. Do Data-based Curricula Work? // Proceedings of the Second Workshop on Insights from Negative Results in NLP, in: Annual Meeting of the Association for Computational Linguistics 2022 Senderovich A., Bulatova E., Obukhov A., Rakhuba M. Towards Practical Control of Singular Values of Convolutional Layers , in: NeurIPS 2022 Kodryan M., Lobacheva E., Nakhodnov M., Vetrov D. Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes , in: NeurIPS 2022 Alanov A., Titov V., Vetrov D. HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks , in: NeurIPS 2022 Mikhailov V., Shamardina T., Ryabinin M., Pestova A., Smurov I., Artemova E. RuCoLA: Russian Corpus of Linguistic Acceptability , in: EMNLP 2022 - Conference on Empirical Methods in Natural Language Processing Puchkin N., Shcherbakova V. A Contrastive Approach to Online Change Point Detection , in: AIStats 2022
Q1 WOS/SCOPUS articles on artificial intelligence
2023
Götze F., Tikhomirov A. On the largest and the smallest singular value of sparse rectangular random matrices , in: Electronic Journal of Probability Mosin V., Samenko I., Kozlovskii B., Tikhonov A., Yamshchikov I.P. Fine-tuning transformers: Vocabulary transfer , in: Artificial Intelligence Poptsova М., Latyshev P., Pavlov F., Herbert A. Unsupervised Domain Adaptation Methods for Cross-Species Transfer of Regulatory Code Signals , in: Frontiers in Big Data Umerenkov D., Herbert A., Konovalov D., Danilova A., Beknazarov N., Kokh V., Fedorov A., Poptsova M. Z-flipon variants reveal the many roles of Z-DNA and Z-RNA in health and disease , in: Life Science Alliance Drozdova A., Trofimova E., Guseva P., Scherbakova A., Ustyuzhanin A. Code4ML: a large-scale dataset of annotated Machine Learning code , in: PeerJ Computer Science Popov S., Lazarev M., Belavin V., Derkach D., Andrey Ustyuzhanin A. Symbolic expression generation via variational auto-encoder , in: PeerJ Computer Science
2021-2022
Elin K., Malyutina S., Bronov O., Stupina E., Marinets A., Zhuravleva A., Dragoy O. A New Functional Magnetic Resonance Imaging Localizer for Preoperative Language Mapping Using a Sentence Completion Task: Validity, Choice of Baseline Condition, and Test–Retest Reliability , in: Frontiers in Human Neuroscience Belomestny D., Moulines E., Samsonov S. Variance reduction for additive functional of Markov chains via martingale representations , in: Statistics and Computing Belomestny D., Hübner T., Krätschmer V. Solving optimal stopping problems under model uncertainty via empirical dual optimisation , in: Finance and Stochastics Savchenko A., Savchenko L., Makarov I. Classifying emotions and engagement in online learning based on a single facial expression recognition neural network , in: IEEE Transactions on Affective Computing Karpychev V., Balatskaya A., Utyashev N., Pedyash N., Zuev A., Dragoy O., Fedele T. Epileptogenic high-frequency oscillations present larger amplitude both in mesial temporal and neocortical regions , in: Frontiers in Human Neuroscience Belomestny D., Naumov A., Puchkin N., Samsonov S. Simultaneous approximation of a smooth function and its derivatives by deep neural networks with piecewise-polynomial activations , in: Neural Networks Teplova T., Tomtosov A., Sokolova T. A retail investor in a cobweb of social networks , in: Plos One Götze F., Tikhomirov A. On the largest and the smallest singular value of sparse rectangular random matrices , in: Electronic Journal of Probability Mosin V., Samenko I., Kozlovskii B., Tikhonov A., Yamshchikov P. Fine-tuning transformers: Vocabulary transfer , in: Artificial Intelligence