🏢 Amsterdam Machine Learning Lab
VISA: Variational Inference with Sequential Sample-Average Approximations
·1502 words·8 mins·
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Machine Learning
Variational Inference
🏢 Amsterdam Machine Learning Lab
VISA, a new variational inference method, significantly speeds up approximate inference for complex models by reusing model evaluations across multiple gradient steps, achieving comparable accuracy wi…
Learning symmetries via weight-sharing with doubly stochastic tensors
·2346 words·12 mins·
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Machine Learning
Deep Learning
🏢 Amsterdam Machine Learning Lab
Learn data symmetries directly from data with flexible weight-sharing using learnable doubly stochastic tensors!