Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing.
Ashutosh NiralaAmeya JoshiSoumik SarkarChinmay HegdePublished in: SaTML (2024)
Keyphrases
- language model
- smoothing methods
- language models for information retrieval
- language modeling
- statistical language modeling
- language modeling approaches
- n gram
- probabilistic model
- speech recognition
- dirichlet prior
- document length
- document retrieval
- query expansion
- ad hoc information retrieval
- information retrieval
- language modelling
- retrieval model
- test collection
- language modeling framework
- context sensitive
- relevance model
- vector space model
- mixture model
- statistical language models
- document ranking
- translation model
- keywords
- co occurrence
- query terms
- active learning
- okapi bm
- pseudo relevance feedback
- decision trees