Seminars schedule » History » Revision 60
Revision 59 (Evgeniy Pavlovskiy, 2018-10-25 18:01) → Revision 60/552 (Evgeniy Pavlovskiy, 2018-10-25 18:40)
h1. Seminar "Big Data Analytics" h2. Schedule 2017, spring Wednesday, 18:15, cab 5205 NSU new building h3. March, 2017 |9|| |15, #1549 |Videolecture from *Yann LeCun*. #1549| |22, #1557 |*Pakulich, Dmitry*. Skull surface restoration by Neural Networks for Cranioplastic. *Gusev, Petr*. Tool for scholars to study machine learning in images. | |29, #1578 |*Dorozhko, Anton*. Reinforcement learning: a brief review. *Laptev, Vlad*. Tool for scholars to study text mining.| h3. April, 2017 |5, #1584 |*Lukash, Arina*. Using deep learning for paronym resolution (in Russian). *Firsov, Artemiy*. Team management presentation.| |12, #1592|*Istomin, Michael*. Optimization of algorithm of binary convolution for ARM processors (in Russian). *Nikolenko, Nikita*. FRIS - censoring of training sample for images in the task of neural network faces recognition (in Russian).| |19, #1601|*Firsov, Artemiy*. Report on Frontiers of Massive Data Analysis, Chapter 4 TEMPORAL DATA AND REAL-TIME ALGORITHMS (1/2 real-time data storage) -*Illarionov, Boris*. Report on Frontiers of Massive Data Analysis, Chapter 6-| |26, #1609|*Beloglazov, Dmitry*. Machine Learning tasks for Music Composing. Several topics for master's capstone project. *Firsov, Artemiy*. Report on Frontiers of Massive Data Analysis, Chapter 4 TEMPORAL DATA AND REAL-TIME ALGORITHMS (2/2 real-time algorithms) *Illarionov, Boris*. Report on Frontiers of Massive Data Analysis, Chapter 6| h3. May, 2017 |3, #1630|-*Prokopchik, Konstantin*. Report on Frontiers of Massive Data Analysis, Chapter 9 HUMAN INTERACTION WITH DATA.- *Frolov, Ilja*. Report on Frontiers of Massive Data Analysis, Chapter 7 BUILDING MODELS FROM MASSIVE DATA.| |17, #1632|*Nemchaninov, Alexander*. Reinforcement learning by combining logics and NN. *Prokopchik, Konstantin*. Report on Frontiers of Massive Data Analysis, Chapter 9 HUMAN INTERACTION WITH DATA.| |24, #1633|*Raghuwanshi, Vipul*. Report on Frontiers of Massive Data Analysis, Chapter 8 Sampling and massive data.| h2. Schedule 2017, autumn Wednesday, 18:15, cab 5205 NSU new building h3. December, 2017 |6, #1919|*Sivaswamy Akilesh*. Research topic. *Sheng Leyuan*. Research topic. *Nachyn Alexander*. Research topic.| |12, #1927|-*Firsov, Artemiy*. Research topic: Revealing research institutes and their interactions: a case study of miRNA research.- -*Frolov, Ilya*. Related work: Разработка системы аналитики мобильных приложений.- *Gusev, Petr*. Research topic: Алгоритмы решения задачи об (r,p) центроиде на плоскости в метрике l1. *Zubkov, Andrey*. Research topic: Motivation(Curiousity)-driven machine learning and AI self-reflection level. -*Illarionov Boris*. Research topic: System development for brain fitness technology based on audio-visual-tactile brain stimulation.-| |20, #1937|*Raghuwanshi, Vipul*. Research topic: Transfer learning with cluster ensembles. -*Malysheva Anastasia*. Research topic: The development and research of the prediction methods for time series obtained by the combination of different patterns.- *Tussupova Madina*. Research topic: Development of storage and analysis methods of multidimensional and heterogeneous data in parallel systems focused on the use of analytical streaming tools. *Marinov Andrey*. Research topic: Brain rest networks analysis with machine learning. *Muliukov Artem*. Research topic: Acceleration of the solution of parametric inverse problem by constructing a hierarchical structure of a pre-computed modeled signals database. *Firsov, Artemiy*. Research topic: Revealing research institutes and their interactions: a case study of miRNA research.| |27, #1938|*Pinzon, Juan*. Research topic: Sentiment analysis. *Kurochkin Evgeniy*. Research topic: Semantic contract development: from logic formula to program. *Luchkina Alexandra*. Research topic: Semantic contract development: from document to formula. *Fishman Daniil*. Research topic: Genome. -*Frolov, Ilya*. Related work: Разработка системы аналитики мобильных приложений.- -*Illarionov Boris*. Research topic: System development for brain fitness technology based on audio-visual-tactile brain stimulation.- -*Malysheva, Anastasia*, Research topic:.- -*Gyamerah, Seth*. Research topic:.- -*Sambasivan, Nithin*. Research topic:.- -*Startsev, Konstantin*. Research topic:.- -*Prokopchik, Konstantin*. Research topic:.-| h3. January, 2018 |20, #1939|*Sergeev Artem*. Research topic: Determination of emotional context of text messages in social networks. *Frolov, Ilya*. Research topic: Development of an analytics system for mobile applications. *Prokopchik, Konstantin*. Research topic: A Music Generation System. *Illarionov Boris*. Research topic: System development for brain fitness technology based on audio-visual-tactile brain stimulation. *Gyamerah Seth*. Research topic: Financial forecasting using Elliott waves and Hurst cycles approach. *Sambasivan, Nithin*. Research topic: Study of relationships in social networks.| h2. Schedule 2018, spring Wednesday, 18:15, cab 5205 NSU new building h3. February, 2018 Related work |15, #|Goals and motivation of participating in seminar.| |20, #|| h3. March, 2018 Related work |1, #1964|*Sivaswamy, Akilesh*. Review on multimodal machine learning: A Survey and taxonomy| |6, #1971|*Bomshtein, Yulia*. Public speech training.| |15, #|*Marinov Andrey*. Related work. *Zubkov Andrey*, Information modeling of consciousness.| |22, #|| |29, #|| *Kaggle teams*: 1) *Dream Crackers*: Petr Gusev, Anastasia Malysheva, Andrey Marinov, Juan Pinzon Challenge: https://www.kaggle.com/c/data-science-bowl-2018 Deadline: April 16, 2018 - Final submission deadline. 2) No name: Markelov Klim, Poteshkin Vitaly, Fishman Daniil, Sergeev Artem, Gyamerah Seth Challenge: https://www.kaggle.com/c/landmark-recognition-challenge Deadline: May 22, 2018 - Final submission deadline. 3) *Joy Corps*: Konstantin Startsev, Leyuan Sheng, Madina Tussupova, Artem Mulyukov. Challenge: https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge Deadline: March 20, 2018 - Final submission deadline. 4) *Team-A*: Evgeniy Kurochkin, Aleksandra Luchkina. Challenge: https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection Deadline: May 7, 2018 - Final submission deadline. h2. Schedule 2018, fall Thursday, 18:10, cab 5273 NSU new building h3. September, 2018 1. 2nd year students coursework pre-defence: (1) #2008, (2) 14.09.2018. 2. Scientific advisors presentations: https://trello.com/b/ZlMTMsS8/bdaai-scientific-topics # Taylakov D. # Savostyanov A.N. # Duchkov A. # Golovin S. # Pavlovskiy E. # Kohanovskiy A. # Sviridenko D. # Redyuk A. # Vityaev E. h3. October, 2018 |18, #2028|Planning the semester| |25, #|*Andrey Zubkov*, Dynamic Word Embeddings https://arxiv.org/abs/1804.07983 *Klim Markelov*, Capsule NN *Vitaly Poteshkin*, MixUp| h3. November, 2018 |1, #|*Petr Gusev*. ResNet, ResNeXt K. He, X. Zhang, S. Ren, and J. Sun. Deep Residual Learning for Image Recognition. In CVPR, 2016 ? *Anastasia Malysheva*, Variational Autoencoders Autoencoders| *Anik Chakrabarthy*. Quantum Semantics | |8, #|*Akilesh Sivawamy*, Mobile NN.| |29, #|*Roman Kozinets*, Siamese NN three slots available| h3. December, 2019 |3, #|*Leyuan Sheng*, CycleGAN|