🏢 Telecom Sud-Paris
Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families
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Machine Learning
Optimization
🏢 Telecom Sud-Paris
This paper rigorously analyzes alpha-divergence variational inference, proving its convergence and providing convergence rates, thereby advancing the theoretical foundations of this increasingly impor…