AITopics | infer output distribution

Collaborating Authors

infer output distribution

Information about AI from the News, Publications, and Conferences

Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

straints probabilistically, i.e. the challenge is to incorporate constraints in a model that infers output distributions

Neural Information Processing SystemsAug-15-2025, 05:13:49 GMT

We thank all reviewers for their insightful comments. "repulsive/diverse functions" also makes it more likely to violate a constraint; for example, Figure S1 below shows that (instead of 50). We acknowledge points about similarity to [18] made by R4. Equation (1) in Definition 4.2 should read:

constraint, infer output distribution, straint probabilistically, (10 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Representation & Reasoning > Constraint-Based Reasoning (0.33)

Add feedback