Samuel Cheng

2 papers · 2022–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AAAI (1) ACML (1)

Top co-authors

Peng Xiao (2) Ke Wei (1) Shuqin Zhang (1) Biao Zhang (1)

Research topics

Deep Learning (2) Machine Learning (2) Architectures (2) Bayesian & Probabilistic (2) Learning Paradigms · Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Application Areas (1) Core Methods (1) Learning Paradigms · Artificial Intelligence (1) Learning Types (1)

Keywords

neural network (2) kullback-leibler divergence (2) federated learning (2) probabilistic matching (1) model distillation (1) kl divergence (1) model aggregation (1) model fusion (1) global aggregation (1) neural matching (1) bayesian nonparametric framework (1) bayesian nonparametrics (1) bayesian inference (1)

Papers

Bayesian Federated Neural Matching That Completes Full Information AAAI 2023 Probabilistic Fusion of Neural Networks that Incorporates Global Information ACML 2022