Uncategorised
BanditPAM: Almost Linear-Time k-medoids Clustering via Multi-Armed Bandits
TL;DR
Want something better than \(k\)-means? Our state-of-the-art \(k\)-medoids algorithm from NeurIPS, BanditPAM, is now publicly available! \(\texttt{pip install banditpam}\) and you’re good to go!
Like the \(k\)-means problem, the \(k\)-medoi…
Research
WebGPT: Improving the factual accuracy of language models through web browsing
We’ve fine-tuned GPT-3 to more accurately answer open-ended questions using a text-based web browser.
ai
10 Great Books If You Want To Learn About Natural Language Processing
Natural language processing (NLP) is a core part of artificial intelligence. There’s plenty of literature that covers the topic. But how can you find the best books on NLP? A simple solution is to ask the experts. Which is why we’ve prepared our top-ten list of must-read books (and eBooks!) on NLP. We’re confident each […]
Artykuł 10 Great Books If You Want To Learn About Natural Language Processing pochodzi z serwisu DLabs.AI.
Uncategorised
Stanford AI Lab Papers and Talks at NeurIPS 2021
The thirty-fifth Conference on Neural Information Processing Systems (NeurIPS) 2021 is being hosted virtually from Dec 6th – 14th. We’re excited to share all the work from SAIL that’s being presented at the main conference, at the Datasets and Benchm…
Uncategorised
Learning with not Enough Data Part 1: Semi-Supervised Learning
When facing a limited amount of labeled data for supervised learning tasks, four approaches are commonly discussed.