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|-| 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| arXiv: 1311.1539 -from from Bob Coecke and Mernoosh Sarzadeh- Sarzadeh URL: -https://arxiv.org/pdf/1605.04013.pdf-|*Elizaveta Tagirova*|Feb-28| https://arxiv.org/pdf/1605.04013.pdf| | |
|DisCoCat toy model|https://arxiv.org/pdf/1605.04013.pdf|*Anik Chakrabarthy*|Mar-14|
| Triplet Loss|https://arxiv.org/pdf/1503.03832.pdf|*Alexandra Luchkina*|Mar-7| 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|
|Artificial Intelligence Safety and Cybersecurity: a Timeline of AI Failures| URL: arXiv: 1610.07997|*Thomas Vialars*||
|Review on master topic||*Seth Gyamerah*|?|
|Outside the closed world: On Using ML for Network Intrusion Detection|*Dylan Bersans*|Apr-18|
|Tacotron 2||*Leyuan Sheng*|?|



Opened list of reports on master thesis (statement of work, review, and results):
|_.Reporter|_.Topic|_.Scheduled|
|\3=.1st year students|
|Chakrabarti | Chakrabarti Anik | |May-16| ||
|Razizadeh | Razizadeh Omid | |May-16|
|Siyoto | Siyoto Owen | ||
|Munyaradzi | Munyaradzi Njera | |May-23|
|Averyanov | Averyanov Evgeniy | ||
|Kozinets | Kozinets Roman | |May-16|
|Melnikov | Melnikov Arsentiy | ||
|Potapova | Potapova Polina | ||
|Rogalsky | Rogalsky Ivan |Open System Categorical Quantum Semantics in NLP (master thesis, review) |Apr-18|
|Urynbassarov | Urynbassarov Mukhtar | ||
|Yakovenko | Yakovenko Olga | ||
|Tagirova | Tagirova Elizaveta | ||
|Tsvaki | Tsvaki Jetina | |May-16|
|Ravi | Ravi Kumar | |Apr-18|
| Lee Wonjae | ||
| Vialars Thomas | ||
| Bersans Dylan | ||
|\3=.2st year students|
|Leyuan | Leyuan Sheng | |Apr-25| | |
|Akilesh | Akilesh Sivaswamy | |Apr-4| | |
|Juan | Juan Fernando Pinzon Correa | | |
|Gyamerah Seth | Gyamerah Seth | | |
|Фишман | Фишман Даниил Семенович | | |
|Гусев | Гусев Петр Андреевич | | |
|Курочкин | Курочкин Евгений Александрович | | |
|Лучкина | Лучкина Александра Дмитриевна | | |
|Малышева | Малышева Анастасия Дмитриевна | | |
|Сергеев | Сергеев Артем Евгеньевич | | |
|Зубков | Зубков Андрей Викторович | | |
|Потешкин | Потешкин Виталий Сергеевич | | |
|Маркелов | Маркелов Клим Васильевич | |Apr-11 | |
|Тусупова | Тусупова Мадина Джамалбековна | | |
|Маринов | Маринов Андрей Игоревич | | |

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

2nd year students
* someone