Kernel-based Multi-Task Contextual Bandits in Cellular Network Configuration
暂无分享,去创建一个
Xin Liu | Zhitang Chen | Xueying Guo | Xiaoxiao Wang | Jie Chuai | Xueying Guo | Xin Liu | Zhitang Chen | Xiaoxiao Wang | Jie Chuai
[1] John Langford,et al. The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information , 2007, NIPS.
[2] Holger Claussen,et al. Distributed Radio Coverage Optimization in Enterprise Femtocell Networks , 2010, 2010 IEEE International Conference on Communications.
[3] Robert Tibshirani,et al. The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition , 2001, Springer Series in Statistics.
[4] Wei Chu,et al. A contextual-bandit approach to personalized news article recommendation , 2010, WWW '10.
[5] Xianfu Chen,et al. Energy-Efficiency Oriented Traffic Offloading in Wireless Networks: A Brief Survey and a Learning Approach for Heterogeneous Cellular Networks , 2015, IEEE Journal on Selected Areas in Communications.
[6] Ürün Dogan,et al. Multi-Task Learning for Contextual Bandits , 2017, NIPS.
[7] Xin Liu,et al. Cellular network configuration via online learning and joint optimization , 2017, 2017 IEEE International Conference on Big Data (Big Data).
[8] Carl E. Rasmussen,et al. Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.
[9] Massimiliano Pontil,et al. Regularized multi--task learning , 2004, KDD.
[10] Edwin V. Bonilla,et al. Kernel Multi-task Learning using Task-specific Features , 2007, AISTATS.
[11] Andreas Krause,et al. Contextual Gaussian Process Bandit Optimization , 2011, NIPS.
[12] Fuzhen Zhang. The Schur complement and its applications , 2005 .
[13] Edwin V. Bonilla,et al. Multi-task Gaussian Process Prediction , 2007, NIPS.
[14] Rouzbeh Razavi,et al. Self-configuring Switched Multi-Element Antenna system for interference mitigation in femtocell networks , 2011, 2011 IEEE 22nd International Symposium on Personal, Indoor and Mobile Radio Communications.
[15] Cong Shen,et al. Generalized Global Bandit and Its Application in Cellular Coverage Optimization , 2018, IEEE Journal of Selected Topics in Signal Processing.
[16] Sébastien Bubeck,et al. Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems , 2012, Found. Trends Mach. Learn..
[17] Kimmo Valkealahti,et al. WCDMA common pilot power control for load and coverage balancing , 2002, The 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications.
[18] Zhisheng Niu,et al. Delay-Constrained Energy-Optimal Base Station Sleeping Control , 2016, IEEE Journal on Selected Areas in Communications.
[19] Peter Auer,et al. Using Confidence Bounds for Exploitation-Exploration Trade-offs , 2003, J. Mach. Learn. Res..
[20] Peter Auer,et al. Finite-time Analysis of the Multiarmed Bandit Problem , 2002, Machine Learning.
[21] Nello Cristianini,et al. Finite-Time Analysis of Kernelised Contextual Bandits , 2013, UAI.
[22] Meila,et al. Kernel multitask learning using task-specific features , 2007 .
[23] Di Yuan,et al. A decomposition method for pilot power planning in UMTS systems , 2012, 2012 Second International Conference on Digital Information and Communication Technology and it's Applications (DICTAP).
[24] Jack Bowden,et al. Multi-armed Bandit Models for the Optimal Design of Clinical Trials: Benefits and Challenges. , 2015, Statistical science : a review journal of the Institute of Mathematical Statistics.
[25] Le Song,et al. A Hilbert Space Embedding for Distributions , 2007, Discovery Science.