Bidirectional Long Short-Term Memory Neural Networks for Linear Sum Assignment Problems

[1]  Raouf Boutaba,et al.  A comprehensive survey on machine learning for networking: evolution, applications and research opportunities , 2018, Journal of Internet Services and Applications.

[2]  Jürgen Schmidhuber,et al.  Long Short-Term Memory , 1997, Neural Computation.

[3]  M. Akgül,et al.  A dual feasible forest algorithm for the linear assignment problem , 1991 .

[4]  Kristin P. Bennett,et al.  The Interplay of Optimization and Machine Learning Research , 2006, J. Mach. Learn. Res..

[5]  Yong-Hwa Kim,et al.  Recurrent Neural Network for Partial Discharge Diagnosis in Gas-Insulated Switchgear , 2018 .

[6]  Jinkyu Lee,et al.  Deep bi-directional long short-term memory based speech enhancement for wind noise reduction , 2017, 2017 Hands-free Speech Communications and Microphone Arrays (HSCMA).

[7]  K. G. Ramakrishnan,et al.  Computational results of an interior point algorithm for large scale linear programming , 1991, Math. Program..

[8]  Taejoon Kim,et al.  An Iterative Hungarian Method to Joint Relay Selection and Resource Allocation for D2D Communications , 2014, IEEE Wireless Communications Letters.

[9]  Xindong Wu,et al.  Object Detection With Deep Learning: A Review , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[10]  Yuguang Fang,et al.  Unlicensed Spectra Fusion and Interference Coordination for LTE Systems , 2016, IEEE Transactions on Mobile Computing.

[11]  Navdeep Jaitly,et al.  Hybrid speech recognition with Deep Bidirectional LSTM , 2013, 2013 IEEE Workshop on Automatic Speech Recognition and Understanding.

[12]  Nikos D. Sidiropoulos,et al.  Learning to optimize: Training deep neural networks for wireless resource management , 2017, 2017 IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[13]  Jeongsik Choi,et al.  NLOS Identification in WLANs Using Deep LSTM with CNN Features , 2018, Sensors.

[14]  Geoffrey E. Hinton,et al.  Deep Learning , 2015, Nature.

[15]  Geoffrey Ye Li,et al.  Deep Neural Networks for Linear Sum Assignment Problems , 2018, IEEE Wireless Communications Letters.

[16]  H. Kuhn The Hungarian method for the assignment problem , 1955 .