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IUI
2000
ACM
15 years 8 months ago
Learning to recommend from positive evidence
In recent years, many systems and approaches for recommending information, products or other objects have been developed. In these systems, often machine learning methods that nee...
Ingo Schwab, Wolfgang Pohl, Ivan Koychev
145
Voted
PPOPP
1999
ACM
15 years 8 months ago
Dynamic Instrumentation of Threaded Applications
The use of threads is becoming commonplace in both sequential and parallel programs. This paper describes our design and initial experience with non-trace based performance instru...
Zhichen Xu, Barton P. Miller, Oscar Naim
139
Voted
USENIX
2007
15 years 6 months ago
A Memory Soft Error Measurement on Production Systems
Memory state can be corrupted by the impact of particles causing single-event upsets (SEUs). Understanding and dealing with these soft (or transient) errors is important for syste...
Xin Li, Kai Shen, Michael C. Huang, Lingkun Chu
COLT
2008
Springer
15 years 5 months ago
Almost Tight Upper Bound for Finding Fourier Coefficients of Bounded Pseudo- Boolean Functions
A pseudo-Boolean function is a real-valued function defined on {0, 1}n . A k-bounded function is a pseudo-Boolean function that can be expressed as a sum of subfunctions each of w...
Sung-Soon Choi, Kyomin Jung, Jeong Han Kim
COLT
2008
Springer
15 years 5 months ago
An Information Theoretic Framework for Multi-view Learning
In the multi-view learning paradigm, the input variable is partitioned into two different views X1 and X2 and there is a target variable Y of interest. The underlying assumption i...
Karthik Sridharan, Sham M. Kakade