Publications and conferences:
- “Paranoid Transformer: Reading Narrative of Madness as Computational Approach to Creativity”
(Future Internet 2020) - “Music generation with variational recurrent autoencoder supported by history”
(Springer Nature Applied Science 2020) - “Paranoid Transformer: Reading Narrative of Madness as Computational Approach to Creativity”
(ICCC 2020) - “Drum Beats and Where To Find Them: Sampling Drum Patterns from a Latent Space”
(ICCC 2020) - “Learning Literary Style End-to-end with Artificial Neural Networks”
(Adv. Sci. Technol. Eng. Syst. J. 4(6), 115-125 (2019)) - “Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites”
(EMNLP 2019) - “Decomposing Textual Information For Style Transfer”
(EMNLP 2019, WNGT Workshop) - “Dyr Bul Shchyl. Proxying Sound Symbolism With Word Embeddings”
(NAACL 2019, SemEval Workshop) - “Learning clusters through information diffusion”
(TheWebConf 2019) - “Community detection through likelihood optimization: in search of a sound model”
(TheWebConf 2019) - “Guess who? Multilingual approach for the automated generation of author-stylized poetry”
(SLT 2018) - “Sounds Wilde. Phonetically Extended Embeddings for Author-Stylized Poetry Generation”
(EMNLP 2018, SIGMORPHON Workshop)* - “I Feel You: What makes algorithmic experience personal?”
(EVA Copenhagen 2018 - Politics of the Machines - Art and After)* - “Community detection through likelihood optimization: in search of a sound model”
(arxiv preprint, 2018) - “Neurona: the album with a neural network generated poetry in style of Kurt Cobain”
(NIPS4Creativity Workshop Art Gallery at NIPS 2017) - “Music generation with variational recurrent autoencoder supported by history”
(arxiv preprint, presented at Computer Music Multidisciplinary Research (CMMR 2017)) - “Government and Corruption: Scylla and Charybdis”
(International Journal of Public Administration, 2017) - “Learning Supervised PageRank with Gradient-Based and Gradient-Free Optimization Methods”
(Advances in Neural Information Processing Systems 29 (NIPS 2016)) - “What can be Found on the Web and How: A Characterization of Web Browsing Patterns”
(in proceedings of WebSci'2015) - “Parameter-Free Discovery and Recommendation of Areas-of-Interest”
(in proceedings of SIGSPATIAL 2014) - “Crawling policies based on web page popularity prediction”
(in proceedings of ECIR 2014) - “Studying Structure and Evolution of Search Engine Query Flow”
(in proceedings of YSDA'2013) - “Studying Page Life Patterns in Dynamical Web”
(in proceedings of SIGIR'2013) - “Analyzing conversations with dynamic graph visualization”
(in proceedings of ISDA'2010) - “Fuzzy. pattern search through the traces saved during the execution ('run-traces') of distributed computing systems”
(in proceedings of MSO MSU, 2005) - “Semantic information compression for the visualization of the run-traces of distributed computing systems”
(in proceedings of MSO MSU, 2003)