About & Contact
We are looking for new MS and Ph. D. students as well as post-docs in the areas of machine learning (with emphasis on distributed and decentralized settings and applications) and distributed storage (with emphasis on block chain). Interested candidates may contact Prof. Jaekyun Moon via email (jmoon@kaist.edu).
Research Areas: distributed/decentralized data storage and processing (block chain), distributed/decentralized machine learning and various form of intelligent machine learning as well as hardware-friendly learning algorithms, all using various theoretical tools and insights from the fields of communications, signal processing, statistics and information theory.
News
| 2019.07 | M. Choi's paper entitled “Dynamic Power Control and User Scheduling for Power-Efficient and Low-Latency Hybrid Multiple Access System” accepted for publication in IEEE Transactions on Wireless Communications |
| 2019.06 | B. Choi's paper entitled "Secure Clustered Distributed Storage Against Eavesdropping" accepted for publication in IEEE Transactions on Information Theory |
| 2019.04 | S. W. Yoon and J. Seo's paper entitled "TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning" accepted to the 36th International Conference on Machine Learning (ICML) 2019 |
| 2019.04 | Four papers accepted in IEEE International Symposium on Information Theory (ISIT) 2019
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| 2019.02 | M. Choi's paper entitled "Probabilistic Caching Policy for Categorized Contents and Consecutive User Demands" accepted in IEEE International Conference on Communications (ICC) 2019 |
| 2018.12 | S. W. Yoon and J. Seo's paper entitled "Meta-Learner with Linear Nulling" presented at 2018 NeurIPS (NIPS) Workshop on Meta-Learning |
| 2018.08 | M. Choi and D.-J. Han's paper entitled "Bi-Directional Cooperative NOMA Without Full CSIT" accepted for publication in IEEE Transactions on Wireless Communications |
| 2018.05 | D.-J. Han's paper titled "Combined Window-Filter Waveform Design With Transmitter-Side Channel State Information," accepted for publication in IEEE Transactions on Vehicular Technology |
| 2018.04 | J. Sohn's paper titled "Capacity of Clustered Distributed Storage" accepted for publication in IEEE Transactions on Information Theory |
| 2018.04 | M. Choi's paper entitled "Wireless Video Caching and Dynamic Streaming under Differentiated Quality Requirements", accepted for publication in IEEE Journal on Selected Areas in Communications |
