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ALT
2009
Springer
16 years 3 months ago
Average-Case Active Learning with Costs
Abstract. We analyze the expected cost of a greedy active learning algorithm. Our analysis extends previous work to a more general setting in which different queries have differe...
Andrew Guillory, Jeff A. Bilmes
ALT
2009
Springer
16 years 3 months ago
Learning from Streams
Abstract. Learning from streams is a process in which a group of learners separately obtain information about the target to be learned, but they can communicate with each other in ...
Sanjay Jain, Frank Stephan, Nan Ye
SOSP
2009
ACM
16 years 3 months ago
Debugging in the (very) large: ten years of implementation and experience
Windows Error Reporting (WER) is a distributed system that automates the processing of error reports coming from an installed base of a billion machines. WER has collected billion...
Kirk Glerum, Kinshuman Kinshumann, Steve Greenberg...
SOSP
2009
ACM
16 years 3 months ago
PRES: probabilistic replay with execution sketching on multiprocessors
Bug reproduction is critically important for diagnosing a production-run failure. Unfortunately, reproducing a concurrency bug on multi-processors (e.g., multi-core) is challengin...
Soyeon Park, Yuanyuan Zhou, Weiwei Xiong, Zuoning ...
TLDI
2009
ACM
155views Formal Methods» more  TLDI 2009»
16 years 3 months ago
Opis: reliable distributed systems in OCaml
The importance of distributed systems is growing as computing devices become ubiquitous and bandwidth becomes plentiful. Concurrency and distribution pose algorithmic and implemen...
Pierre-Évariste Dagand, Dejan Kostic, Vikto...
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