Sharu Theresa Jose

Learning with Limited Samples: Meta-Learning and Applications to Communication Systems

Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska et al. · Foundations and Trends® in Signal Processing · 2023 · 28 citations · Full text

Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management

Yunchuan Zhang, Osvaldo Simeone, Sharu Theresa Jose et al. · IEEE Transactions on Cognitive Communications and Networking · 2023 · 25 citations · Full text

Optimal Resource Allocation, Large-scale Global Optimization, Engineering +22

Free Energy Minimization: A Unified Framework for Modeling, Inference, Learning, and Optimization [Lecture Notes]

Sharu Theresa Jose, Osvaldo Simeone · IEEE Signal Processing Magazine · 2021 · 20 citations

Mathematical Programming, Engineering, Machine Learning +17

Statistical Complexity of Quantum Learning

Leonardo Banchi, Jason L. Pereira, Sharu Theresa Jose et al. · Advanced Quantum Technologies · 2024 · 14 citations · Full text

Information-Theoretic Bounds on Transfer Generalization Gap Based on Jensen-Shannon Divergence

Sharu Theresa Jose, Osvaldo Simeone · 2021 29th European Signal Processing Conference (EUSIPCO) · 2021 · 12 citations

Engineering, Machine Learning, Computational Complexity +18