Scientific workshop "Big Data Analytics"

25 minutes for one presentation.
Each student has to present a research and part of his thesis.

Opened list of cutting-edge topics:
|_.Topic|_.Link|_.Reporter|_.Scheduled|
| Manifold MixUp | Manifold Mixup: Better Representations by Interpolating Hidden States. URL: https://arxiv.org/pdf/1806.05236v4 | | |
| SphereFace | SphereFace: Deep Hypersphere Embedding for Face Recognition URL: https://arxiv.org/pdf/1704.08063.pdf| | |
| UMAP | McInnes, Leland and John Healy (2018). “UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction”. In: ArXiv e-prints. arXiv: "1802.03426 [stat.ML]":http://arxiv.org/abs/1802.03426|||
| DisCoCat model| from Bob Coecke and Mernoosh Sarzadeh URL: https://arxiv.org/pdf/1605.04013.pdf| | |
| Triplet Loss|https://arxiv.org/pdf/1503.03832.pdf| | |
|Style transfer SotA (state-of-the-art)| Image to image translation. URL: |*Klim Markelov* | Mar-14| | |
|Pixel Recurrent Neural Networks | URL:https://arxiv.org/abs/1601.06759|Omid Razizadeh|Mar-14|
|Performance of Word Embeddings|review and experience|Andrey Zubkov|Mar-7|
|CosFace||*Akilesh Sivaswamy*|Mar-7|
|CNN for speech command recognition. Review||*Roman Kozinets*||
|Text clustering | URL: arXiv:1701.00185 |*Evgeniy Kurochkin*|Mar-7|
|Quantum-Theoretic Approach in Dicstr. Semantics|Blacoe et.al|*Ivan Rogalsky*|Apr-4|
|State of the art Deep Learning: Evolving Machine Intelligence Toward Tomorrow's|*Ravi Kumar*|Mar-28|
|Solving the Quantum Many-Body problem with ANN||*Munjaradzi Njera*|Mar-28|
|Predicting Oil Movement in a development System Using Deep Latent Dynamic Models|*Jetina Tsvaki*|Apr-18|



Opened list of reports on master thesis (statement of work, review, and results):
|_.Reporter|_.Topic|_.Scheduled|
|\3=.1st year students|
| Chakrabarti Anik | ||
| Razizadeh Omid | |May-16| ||
| Siyoto Owen | ||
| Munyaradzi Njera | |May-23| ||
| Averyanov Evgeniy | ||
| Kozinets Roman | |May-16| ||
| Melnikov Arsentiy | ||
| Potapova Polina | ||
| Rogalsky Ivan |Open System Categorical Quantum Semantics in NLP (master thesis, review) | |Apr-18| ||
| Urynbassarov Mukhtar | ||
| Yakovenko Olga | ||
| Tagirova Elizaveta | ||
| Tsvaki Jetina | |May-16| ||
| Ravi Kumar | |Apr-18| ||
| Lee Wonjae | ||
| Vialars Thomas | ||
| Bersans Dylan | ||
|\3=.2st year students|
| Leyuan Sheng | | |
| Akilesh Sivaswamy | | |
| Juan Fernando Pinzon Correa | | |
| Gyamerah Seth | | |
| Фишман Даниил Семенович | | |
| Гусев Петр Андреевич | | |
| Курочкин Евгений Александрович | | |
| Лучкина Александра Дмитриевна | | |
| Малышева Анастасия Дмитриевна | | |
| Сергеев Артем Евгеньевич | | |
| Зубков Андрей Викторович | | |
| Потешкин Виталий Сергеевич | | |
| Маркелов Клим Васильевич | | |
| Тусупова Мадина Джамалбековна | | |
| Маринов Андрей Игоревич | | |

These students still didn't selected a paper to report:
1st year students
* someone

2nd year students
* someone