Kohei Hatano
Kohei Hatano
Professor, Department of Informatics, Kyushu University
Verified email at - Homepage
Cited by
Cited by
Online prediction under submodular constraints
D Suehiro, K Hatano, S Kijima, E Takimoto, K Nagano
Algorithmic Learning Theory: 23rd International Conference, ALT 2012, Lyon …, 2012
Simultaneous safe screening of features and samples in doubly sparse modeling
A Shibagaki, M Karasuyama, K Hatano, I Takeuchi
International Conference on Machine Learning, 1577-1586, 2016
Online linear optimization over permutations
S Yasutake, K Hatano, S Kijima, E Takimoto, M Takeda
Algorithms and Computation: 22nd International Symposium, ISAAC 2011 …, 2011
Neighbor discovery and selection in millimeter wave D2D networks using stochastic MAB
S Hashima, K Hatano, E Takimoto, EM Mohamed
IEEE Communications Letters 24 (8), 1840-1844, 2020
Leveraging machine-learning for D2D communications in 5G/beyond 5G networks
S Hashima, BM ElHalawany, K Hatano, K Wu, EM Mohamed
Electronics 10 (2), 169, 2021
Energy aware multiarmed bandit for millimeter wave-based UAV mounted RIS networks
EM Mohamed, S Hashima, K Hatano
IEEE Wireless Communications Letters 11 (6), 1293-1297, 2022
AI-enabled UAV communications: Challenges and future directions
AO Hashesh, S Hashima, RM Zaki, MM Fouda, K Hatano, AST Eldien
IEEE Access 10, 92048-92066, 2022
On softwarization of intelligence in 6G networks for ultra-fast optimal policy selection: Challenges and opportunities
S Hashima, ZM Fadlullah, MM Fouda, EM Mohamed, K Hatano, ...
IEEE Network 37 (2), 190-197, 2022
Theory and algorithm for learning with dissimilarity functions
L Wang, M Sugiyama, C Yang, K Hatano, J Feng
Neural computation 21 (5), 1459-1484, 2009
Leveraging machine learning for millimeter wave beamforming in beyond 5G networks
BM ElHalawany, S Hashima, K Hatano, K Wu, EM Mohamed
IEEE Systems Journal 16 (2), 1739-1750, 2021
Unsupervised spam detection based on string alienness measures
K Narisawa, H Bannai, K Hatano, M Takeda
Discovery Science: 10th International Conference, DS 2007 Sendai, Japan …, 2007
Gateway selection in millimeter wave UAV wireless networks using multi-player multi-armed bandit
EM Mohamed, S Hashima, A Aldosary, K Hatano, MA Abdelghany
Sensors 20 (14), 3947, 2020
Online rank aggregation
S Yasutake, K Hatano, E Takimoto, M Takeda
Asian Conference on Machine Learning, 539-553, 2012
Bandit online optimization over the permutahedron
N Ailon, K Hatano, E Takimoto
Theoretical Computer Science 650, 92-108, 2016
Music genre classification using similarity functions
Y Anan, K Hatano, H Bannai, M Takeda
Proceedings of the 12th International Society for Music Information …, 2011
Energy-aware hybrid RF-VLC multiband selection in D2D communication: A stochastic multiarmed bandit approach
S Hashima, MM Fouda, S Sakib, ZM Fadlullah, K Hatano, EM Mohamed, ...
IEEE Internet of Things Journal 9 (18), 18002-18014, 2022
Two-hop relay probing in WiGig device-to-device networks using sleeping contextual bandits
EM Mohamed, S Hashima, K Hatano, SA Aldossari, M Zareei, M Rihan
IEEE Wireless Communications Letters 10 (7), 1581-1585, 2021
Efficient sampling method for Monte Carlo tree search problem
K Teraoka, K Hatano, E Takimoto
IEICE TRANSACTIONS on Information and Systems 97 (3), 392-398, 2014
Sleeping contextual/non-contextual Thompson sampling MAB for mmWave D2D two-hop relay probing
EM Mohamed, S Hashima, K Hatano, MM Fouda, ZM Fadlullah
IEEE Transactions on Vehicular Technology 70 (11), 12101-12112, 2021
Combinatorial online prediction via metarounding
T Fujita, K Hatano, E Takimoto
Algorithmic Learning Theory: 24th International Conference, ALT 2013 …, 2013
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