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A venue for structured probabilistic inference and generative modeling in ICML 2023.
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SPIGM @ ICML SPIGM @ ICML Toggle navigation home (current) schedule ICML 2023 Workshop on Structured Probabilistic Inference & Generative Modeling Join the SPIGM Slack When and Where Date: 28th July, 2023 Venue: ICML 2023, Hawaii Convention Center, Room 323 Schedule : here Accepted Papers The accepted papers for the workshop can now be viewed here Aim and Scope Probabilistic inference addresses the problem of amortization, sampling, and integration of complex quantities from graphical models, while generative modeling captures the underlying probability distributions of a dataset. Despite promising results, probabilistic methods face challenges when applied to highly structured data. We aim to bring experts from diverse backgrounds together, from both academia and industry, to discuss the applications and challenges of probabilistic methods, emphasizing challenges in encoding domain knowledge in these settings. We hope to provide a platform that foster...
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