Cengis Hasan

Machine Learning Scientist

Luxembourg

Research Expertise

Game theory
Machine Learning
Optimization methods
Multiagent Systems
Wireless Networking
Hardware and Architecture
Computer Networks and Communications
Artificial Intelligence

About

I am a researcher and engineer with 15+ years experience having strong background in machine learning, optimization, game theory, wireless networks, and multiagent systems. <br> My overall agenda is to develop core algorithmic solutions and analysis for important problems. I am interested to work that has great impact, to both theoreticians and practitioners. I also believe that theory cannot stand alone, and that it must have relevance to real situations. In my future work, I hope to deal with challenging new problems, apply my work to interesting problems, and build up new interdisciplinary collaborations.

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Publications

On LTE-WiFi coexistence and inter-operator spectrum sharing in unlicensed bands
Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing
2016
Energy-Efficient Orchestration of Metro-Scale 5G Radio Access Networks
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications
2021
Stochastic Geometric Models for Green Networking
IEEE Access
2015
Partner selection for decode-and-forward cooperative relaying: A matching theoretic approach
2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)
2013
Cloud removal from satellite imagery using multispectral edge-filtered conditional generative adversarial networks
International Journal of Remote Sensing
2022
An Incremental Relaying Approach for Superposition Modulated Cooperative Transmission
2009 IEEE Wireless Communications and Networking Conference
2009
The coalitional switch-off game of service providers
2013 IEEE 9th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)
2013
A coalition game approach to the association problem of mobiles in broadcast transmission
2011 International Symposium of Modeling and Optimization of Mobile, Ad Hoc, and Wireless Networks
2011
Communication-Free Inter-Operator Interference Management in Shared Spectrum Small Cell Networks
IEEE Transactions on Cognitive Communications and Networking
2019
Communication-Free Inter-Operator Interference Management in Shared Spectrum Small Cell Networks
2018 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)
2018
Deadline-Aware Energy Management in Data Centers
2016 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
2016
Decoupled Uplink/Downlink User Association in HetNets
Proceedings of the 12th ACM Symposium on QoS and Security for Wireless and Mobile Networks
2016
Resource allocation optimization in heterogeneous wireless networks
Small Cell Networks
2013
Continual Model-Based Reinforcement Learning for Data Efficient Wireless Network Optimisation
Lecture Notes in Computer Science
2023
Energy-Efficient User Association in Broadcast Transmission
Static & Dynamic Game Theory: Foundations & Applications
2017
Coalition formation games for superposition modulated cooperative transmission in multiuser wireless networks
2012 20th Signal Processing and Communications Applications Conference (SIU)
2012

Education

Ph.D., Computer Science / August, 2013

Istanbul Technical University

MSc, Computer Science and Networking / 2009

Istanbul
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