Центр искусственного интеллекта НИУ ВШЭ


Публикации на конференциях A* по тематике искусственного интеллекта

1. 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)

2. 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)

3. Tiapkin D., Belomestny D., Moulines É., Naumov A., Samsonov S., Tang Y., Valko M., Ménard P. From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses, in: Proceedings of the 39th International Conference on Machine Learning

4. Shchekotov I., Andreev P., Ivanov O., Alanov A., Vetrov D. FFC-SE: Fast Fourier Convolution for Speech Enhancement, in: Interspeech 2022

5. 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

6. Senderovich A., Bulatova E., Obukhov A., Rakhuba M. Towards Practical Control of Singular Values of Convolutional Layers, in: NeurIPS 2022

7. Kodryan M., Lobacheva E., Nakhodnov M., Vetrov D. Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes, in: NeurIPS 2022 

8. Alanov A., Titov V., Vetrov D., HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks, in: NeurIPS 2022 
9. 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 

10. Puchkin N., Shcherbakova V. A Contrastive Approach to Online Change Point Detection, in: AIStats 2022


Статьи Q1 WOS/SCOPUS по тематике искусственного интеллекта

1. 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

2. Belomestny D., Moulines E., Samsonov S.  Variance reduction for additive functional of Markov chains via martingale representations, in: Statistics and Computing

3. Belomestny D., Hübner T., Krätschmer V.  Solving optimal stopping problems under model uncertainty via empirical dual optimisation, in: Finance and Stochastics

4. 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

5. 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

6. 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

7. Teplova T., Tomtosov A., Sokolova T. A retail investor in a cobweb of social networks, in: Plos One

8. Götze F., Tikhomirov A. On the largest and the smallest singular value of sparse rectangular random matrices, in: Electronic Journal of Probability

9. Mosin V., Samenko I., Kozlovskii B., Tikhonov A., Yamshchikov P. Fine-tuning transformers: Vocabulary transfer, in: Artificial Intelligence