ITU Workshop on "Machine Learning for 5G and beyond"
Geneva, Switzerland, 29 January 2018
Contact: tsbevents@itu.int
Connect Remotely to this meeting
Day 1, 29 January, 2018
08:30 - 09:30 | Registration |
09:30 - 09:40 | Welcome and Opening Remarks
- Welcome remarks: Chaesub Lee (Director, ITU Telecommunication Standardization Bureau) [ Biography ]
- Opening remarks: Slawomir Stanczak (Fraunhofer HHI)
[ Biography ]
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09:40 - 11:20 | Session 1: Use Case and Applications
Moderator: Slawomir Stanczak [ Biography ]
- Machine Learning for Decentralized and/or Flying Radio Devices, David Gesbert (Eurecom) [ Biography I Presentation ]
- 5G for Automated Driving 2.0, Ahmad El Assaad (VW) [ Biography ]
- Use cases and requirements of network intelligence, Yong-Geun Hong (ETRI) [ Biography I Presentation ]
- AI Applications in telecommunication network, Qiang Cheng (AIIA (CAICT)) [ Biography I Presentation ]
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11:20 - 11:40 | Coffee Break |
11:40 - 13:20 | Session 2: Challenges and Opportunities
Moderator: Kim Mahler
- Some Thoughts on Machine Learning for Communications, Jakob Hoydis (Nokia) [ Biography ]
- Mobile AI: Challenges and Opportunities, Merouanne Debbah (Huawei) [ Biography I Presentation ]
- Efficient Deep Learning in Communications, Wojciech Samek (Fraunhofer HHI) [ Biography I Presentation ]
- Challenges of ML Usage for 5G Network Enhancement, Ridha Hamila (Qatar University) [ Biography ]
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13:20 - 14:20 |
Lunch Break |
14:20 - 16:00 |
Session 3: Operations and Networks Moderator: Wojciech Samek [ Biography ]
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16:00 - 16:20 |
Coffee Break |
16:20- 18:00 | Session 4: Methods and Enablers Moderator: Seongbok Baik [ Biography ] - Machine Learning for 5G and Beyond: Towards Reliable and Efficient Reconstruction of Radio Maps , Slawomir Stanczak (Fraunhofer HHI) [ Biography I Presentation ]
- Reinforcement learning for wireless network optimization, Deniz Gunduz (Imperial College
London)
[ Biography I Presentation ] - Using the information control networks (ICN) as a test area for searching for effective methods of
machine learning in the networks of the future generation, Viliam Sarian (NIIR - Russian
Federation) [ Biography I Presentation ]
- Artificial Intelligence and Machine Learning, by Elena Ehrlich Amazon Web Services
[ Biography I Presentation ]
- Machine Learning for 5G Self Organized Network, Altaf Shaik, TUB [ Presentation ]
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*To be confirmed