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Recommendation Systems with Distribution-Free Reliability Guarantees.
Anastasios N. Angelopoulos
Karl Krauth
Stephen Bates
Yixin Wang
Michael I. Jordan
Published in:
CoRR (2022)
Keyphrases
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recommendation systems
distribution free
collaborative filtering
normal distribution
large deviations
user preferences
web search
recommender systems
search engine
user feedback
vc dimension
theoretical analysis
queueing systems
test collection
sample complexity
concept class
probabilistic model