Archive for July, 2010
Probabilistic Similarity Logic
In: Publication
8 Jul 2010Conference Paper, Proceedings of the 2010 conference on Uncertainty in Artificial Intelligence
Presented at: Conference on Uncertainty in Artificial Intelligence, held on Santa Catalina Island, CA, USA from July 8th - July 11th, 2010
Authors: Matthias Broecheler, Lilyana Mihalkova, Lise Getoor
Direct link to paper
Data set used in the experiments
Abstract
Many machine learning applications require the ability to learn [...]
COSI press coverage
In: News
2 Jul 2010COSI, our cloud-oriented graph database framework for fast subgraph identification, has received some attention in the media.
So far, I have found two articles on the internet (1, 2) which are based on the original press release and additional interviews.
About this blog
Where is the knowledge we have lost in information?
- T.S. Elliot, The Rock
We are drowning in data - exabytes of it. My research explores technologies that can help us organize, structure, and efficiently search huge amounts of information as well as automatically deduce actionable pieces of knowledge from it. Learn more
I was a PhD student at the University of Maryland with research interests in databases, artificial intelligence, and machine learning. Learn more
My Homepage: http://www.matthiasb.com
Also on Twitter: @MBroecheler
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- PhD: Social Network Data Management
- Probabilistic Subgraph Matching on Huge Social Networks
- A Budget-Based Algorithm for Efficient Subgraph Matching on Huge Networks
- Probabilistic Soft Logic
- Decision-Driven Models with Probabilistic Soft Logic
- Computing marginal distributions over continuous Markov networks for statistical relational learning
- A Scalable Framework for Modeling Competitive Diffusion in Social Networks
- COSI: Cloud Oriented Subgraph Identification in Massive Social Networks
- Probabilistic Similarity Logic
- COSI press coverage