Jose, Sharu Theresa
- Error Mitigation-Aided Optimization of Parameterized Quantum Circuits: Convergence Analysis
2022/09/23 by Sharu Theresa Jose, Jose, Sharu Theresa, Osvaldo Simeone +1 · 5 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
- Learning with Limited Samples -- Meta-Learning and Applications to Communication Systems
2022/10/03 by Lisha Chen, Sharu Theresa Jose, Chen, Lisha +9 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning and ELM #Signal Processing (eess.SP) #electronic engineering #information engineering
- Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management
2023/01/16 by Yunchuan Zhang, Osvaldo Simeone, Zhang, Yunchuan +7 · 3 citations
Engineering · Decision Sciences · Computer Science · #Advanced Wireless Network Optimization #Advanced Bandit Algorithms Research #Recommender Systems and Techniques
- Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning
2021/06/01 by Jose, Sharu Theresa, Park, Sangwoo, Simeone, Osvaldo · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Shannon meets von Neumann: A Minimax Theorem for Channel Coding in the Presence of a Jammer
2018/11/18 by Jose, Sharu Theresa, Kulkarni, Ankur A. · 1 citation
#91A99 #94A15 #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Information-Theoretic Bounds on Transfer Generalization Gap Based on Jensen-Shannon Divergence
2020/10/13 by Sharu Theresa Jose, Jose, Sharu Theresa, Osvaldo Simeone +1 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Signal Processing (eess.SP) #electronic engineering #information engineering
- An Information-Theoretic Analysis of the Impact of Task Similarity on Meta-Learning
2021/01/21 by Jose, Sharu Theresa, Simeone, Osvaldo · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Thompson Sampling for Stochastic Bandits with Noisy Contexts: An Information-Theoretic Regret Analysis
2024/01/21 by Sharu Theresa Jose, Shana Moothedath, Jose, Sharu Theresa +1 · 1 citation
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management
- QCA-MolGAN: Quantum Circuit Associative Molecular GAN with Multi-Agent Reinforcement Learning
2025/09/05 by Thomas, Aaron Mark, Yu‐Cheng Chen, Hubert Valencia +6 · 1 citation
Materials Science · Computer Science · Engineering · #Machine Learning in Materials Science #Quantum-Dot Cellular Automata #Advancements in Semiconductor Devices and Circuit Design