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12:00
Opening plenary session
Greeting
English
Greeting
UFU heads of leading institutions open school and say words of welcome to the participants. Further, each of the UFU heads tell her lecture on the current state and urgent problem in the field of Machine Learning training.
Speakers
Sozykin Andrey Ph.D. in Technical Science, Vice-Rector for Academic Development, UrFU.
Obabkov Ilya Ph.D. in Technical Science, Director of Engineering School of Information Technologies, Telecommunications and Control Systems, UrFU.
Khlebnikov Nikolay PhD in Chemistry, Director of Institute of Fundamental Education, UrFU.
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14:00
Lecture
Open Questions in Natural Language Generation
English
Open Questions in Natural Language Generation
Ivan Yamshchikov will tell you the content and procedure for passing his course - “Open Questions in Natural Language Generation” dedicated to the advanced issues of natural language analysis.
Speakers
Ivan Yamshchikov PhD, Max Planck research Institute for mathematics (Leipzig, Germany).
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14:30
Lecture
Sequential data: representation and analysis
English
Sequential data: representation and analysis
Ivan Mikhailin will explain the content and order of passing for his course - Sequential data: representation and analysis ". This course covers modern approaches to sequential data analysis. This area includes the analysis of biological data as well as data processing methods that are too large to be stored in memory and must be processed on the fly.
Speakers
Mikhailin Ivan PhD student, University of California (San Diego, USA).
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15:00
Opening plenary session
A story about the structure of the school and events
English
A story about the structure of the school and events
...
Speakers
Komotsky Eugene Employee of the department "Big data analysis and methods of video analytics" IRIT-RTF UrFU.
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14:30
Lecture
Lecture Self-driving cars
English
Lecture Self-driving cars
Self-driving is one of the most challenging tasks of the current time. Human or ai driver needs to localize the car on the map, detect static obstacles and dynamic objects, predict their moves, and choose a good vehicle trajectory. I will tell you about modern approaches to these problems. During my presentation, I’m going to talk about algorithms for 3D object detection, prediction, localization and motion planning, and how those algorithms help us to overcome the challenges we’re facing on the way to full autonomy.
Speakers
Anton Slesarev is the Head of engineering at Yandex autonomous driving division.
There are no planned events
There are no planned events
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12:00
Consultation on the course "Open Questions in Natural Language Generation”
English
Consultation on the course "Open Questions in Natural Language Generation”
Ivan Yamshchikov is consulting on his course - “Open Questions in Natural Language Generation”.
Speakers
Ivan Yamshchikov PhD, Max Planck research Institute for mathematics (Leipzig, Germany).
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14:00
Consultation on the course “Sequential data: representation and analysis”
English
Consultation on the course “Sequential data: representation and analysis”
Ivan Mikhaylin is consulting on his course - “Sequential data: representation and analysis”.
Speakers
Mikhailin Ivan PhD student, University of California (San Diego, USA).
There are no planned events
There are no planned events
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12:00
Lecture
Stochastic Optimization and Its Application to Resource Allocation in Wireless Networks
English
Stochastic Optimization and Its Application to Resource Allocation in Wireless Networks
Mikhail Wilhelm will talk about a promising area of research - stochastic optimization, its applications, in particular - about using it for resource management in wireless networks.
Speakers
Mikhail Wilhelm ...
There are no planned events
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18:00
Lecture
NeuralODE
English
NeuralODE
Larisa Markeeva will talk about NeuralODE, its definition, the relationship between NeuralODE and ResNet and their applications.
Speakers
Larisa Markeeva Ph.D. student at MIPT and junior researcher at the DeepTensors lab (Skoltech).