786 citations · 3k across the 61 of their papers we have counts for
4 papers · 2 filters
Probabilistic Management of OCR Data using an RDBMS
Arun Kumar, Christopher Ré
The digitization of scanned forms and documents is changing the data sources that enterprises manage. To integrate these new data sources with enterprise data, the current state-of…
Automatic Optimization for MapReduce Programs
Eaman Jahani, Michael J. Cafarella, Christopher Ré
The MapReduce distributed programming framework has become popular, despite evidence that current implementations are inefficient, requiring far more hardware than a traditional re…
Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS
Feng Niu, Christopher Ré, AnHai Doan +1
Markov Logic Networks (MLNs) have emerged as a powerful framework that combines statistical and logical reasoning; they have been applied to many data intensive problems including…
Incrementally Maintaining Classification using an RDBMS
Mehmet Levent Koc, Christopher Ré
The proliferation of imprecise data has motivated both researchers and the database industry to push statistical techniques into relational database management systems (RDBMSs). We…