Центр искусственного интеллекта НИУ ВШЭ

Статьи

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

 

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