| 2020 | Making ML Models Fairer Through Explanations: The Case of LimeOut. | Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli |
| 2019 | Training Effective Model for Real-Time Detection of NSFW Photos and Drawings. | Dmirty Zhelonkin, Nikolay Karpov |
| 2019 | The Entity Name Identification in Classification Algorithm: Testing the Advocacy Coalition Framework by Document Analysis (The Case of Russian Civil Society Policy). | Dmitry G. Zaytsev, Nikita Talovsky, Valentina V. Kuskova, Gregory S. Khvatsky |
| 2019 | Cross-Efficiency of International Sanctions: Application of Data Envelopment Analysis and Network Methodology. | Dmitry G. Zaytsev, Valentina V. Kuskova, Polina Lushnikova, Gregory S. Khvatsky |
| 2019 | Multi-instance Learning for Structure-Activity Modeling for Molecular Properties. | Dmitry V. Zankov, Maxim D. Shevelev, Alexandra V. Nikonenko, Pavel G. Polishchuk, Asima I. Rakhimbekova, Timur I. Madzhidov |
| 2019 | Effect of Social Graph Structure on the Utilization Rate in a Flat Organization. | Rostislav Yavorskiy, Tamara Voznesenskaya, Ilya Samonenko |
| 2019 | Selecting an Optimal Feature Set for Stance Detection. | Sergey V. Vychegzhanin, Elena V. Razova, Evgeny V. Kotelnikov, Vladimir R. Milov |
| 2019 | Biomedical Entities Impact on Rating Prediction for Psychiatric Drugs. | Elena Tutubalina, Ilseyar Alimova, Valery D. Solovyev |
| 2019 | Log-Based Reading Speed Prediction: A Case Study on War and Peace. | Igor Tukh, Pavel Braslavski, Kseniya Buraya |
| 2019 | A Method to Improve Workflow Net Decomposition for Process Model Repair. | Semyon E. Tikhonov, Alexey A. Mitsyuk |
| 2019 | Text Mining for Evaluation of Candidates Based on Their CVs. | Maria Tikhonova |
| 2019 | Learning to Approximate Directional Fields Defined Over 2D Planes. | Maria Taktasheva, Albert Matveev, Alexey Artemov, Evgeny Burnaev |
| 2019 | Deep JEDi: Deep Joint Entity Disambiguation to Wikipedia for Russian. | Andrey Sysoev, Irina Nikishina |
| 2019 | Guided Layer-Wise Learning for Deep Models Using Side Information. | Pavel Sulimov, Elena Sukmanova, Roman Chereshnev, Attila Kertsz-Farkas |
| 2019 | A Simple Method to Evaluate Support Size and Non-uniformity of a Decoder-Based Generative Model. | Kirill Struminsky, Dmitry P. Vetrov |
| 2019 | New Approach for Fast Residual Strain Estimation Through Rational 2D Diffraction Pattern Processing. | Eugene S. Statnik, Fatih Uzun, Alexei I. Salimon, Alexander M. Korsunsky |
| 2019 | Expert Assessment of Synonymic Rows in RuWordNet. | Valery D. Solovyev, Gulnara Gimaletdinova, Liliia Khalitova, Liliya Usmanova |
| 2019 | Fast Nearest-Neighbor Classifier Based on Sequential Analysis of Principal Components. | Anastasiia D. Sokolova, Andrey V. Savchenko |
| 2019 | Synthesizing Data Using Variational Autoencoders for Handling Class Imbalanced Deep Learning. | Taimoor Shakeel Sheikh, Adil Khan, Muhammad Fahim, Muhammad Ahmad |
| 2019 | A Switching Morphological Algorithm for Depth Map Recovery. | Alexey N. Ruchay, Konstantin A. Dorofeev, Vsevolod V. Kalschikov |
| 2019 | Noun Compositionality Detection Using Distributional Semantics for the Russian Language. | Dmitry Puzyrev, Artem Shelmanov, Alexander Panchenko, Ekaterina Artemova |
| 2019 | Hand Gestures Detection, Tracking and Classification Using Convolutional Neural Network. | Oleg Potkin, Andrey Philippovich |
| 2019 | Evaluation of Sentence Embedding Models for Natural Language Understanding Problems in Russian. | Dmitry Popov, Alexander Pugachev, Polina Svyatokum, Elizaveta Svitanko, Ekaterina Artemova |
| 2019 | Authorship Attribution in Russian with New High-Performing and Fully Interpretable Morpho-Syntactic Features. | Elena Pimonova, Oleg Durandin, Alexey Malafeev |
| 2019 | On Expert-Defined Versus Learned Hierarchies for Image Classification. | Ivan Panchenko, Adil Khan |