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30th International Working Conference on Requirements Engineering: Foundation for Software Quality, REFSQ 2024, Winterthur, Switzerland, 2024, Vol.14588 LNCS, p.231-248

2024

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Efficiently Distributed Federated Learning

Euro-Par 2023: Parallel Processing Workshops, p.321-326

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Is Interpretable Machine Learning Effective at Feature Selection for Neural Learning-to-Rank?

Advances in Information Retrieval, p.384-402

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Federated Learning for Massive MIMO Power Allocation

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.651-655

2023

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Privacy-Preserving Clustered Peer-to-Peer Learning

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.704-708

2023

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Learning Differentiable Particle Filter on the Fly

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.1355-1361

2023

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Partitioned Convolutional Dictionary Learning Over Imbalanced Subspaces

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.794-798

Culp, Michael

2023

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Random Orthogonalization for Private Wireless Federated Learning

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.233-236

2023

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Rethinking the Data Heterogeneity in Federated Learning

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.624-628

2023

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Deep Learning Models for LC-MS Untargeted Metabolomics Data Analysis

From Computational Logic to Computational Biology, p.128-144

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Optimizing Brain Tumor Classification: A Comprehensive Study on Transfer Learning and Imbalance Handling in Deep Learning Models

Epistemic Uncertainty in Artificial Intelligence, 2024, p.74-88

2024

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Deep Learning-Based Pilotless Spatial Multiplexing

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.1025-1029

2023

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Machine Learning in Particle Physics

Big Data Analytics in Astronomy, Science, and Engineering, p.128-138

Purohit, Milind V.

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A Review of Machine Learning Methods Applied to Video Analysis Systems

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.1161-1165

2023

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Efficient Real-Time Continuous Classification Learning and Fault-Tolerant Computing

2024 Annual Reliability and Maintainability Symposium (RAMS), 2024, p.1-6

Yin, Meng-Lai

2024

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Machine Learning Qualification Process and Impact to System Assurance

2024 Annual Reliability and Maintainability Symposium (RAMS), 2024, p.1-6

2024

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Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.629-633

2023

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Analog-digital Scheduling for Federated Learning: A Communication-Efficient Approach

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.53-58

2023

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Reinforcement Learning Based Dynamic Power Control for UAV Mobility Management

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.724-728

2023

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Optimizing Brain Tumor Classification: A Comprehensive Study on Transfer Learning and Imbalance Handling in Deep Learning Models

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