2111 search results - page 409 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
159
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PLDI
2005
ACM
15 years 5 months ago
2005
ACM
Robust and powerful software instrumentation tools are essential for program analysis tasks such as profiling, performance evaluation, and bug detection. To meet this need, we ha...
106
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COLT
2005
Springer
15 years 5 months ago
2005
Springer
We present a general decomposition algorithm that is uniformly applicable to every (suitably normalized) instance of Convex Quadratic Optimization and efficiently approaches an o...
PRL
2010
14 years 10 months ago
2010
The nearest-neighbour (1NN) classifier has long been used in pattern recognition, exploratory data analysis, and data mining problems. A vital consideration in obtaining good res...
UIST
2010
ACM
14 years 9 months ago
2010
ACM
Data quality is critical for many information-intensive applications. One of the best opportunities to improve data quality is during entry. USHER provides a theoretical, data-dri...
PLDI
2005
ACM
15 years 5 months ago
2005
ACM
This paper introduces the concept of programming with sketches, an approach for the rapid development of high-performance applications. This approach allows a programmer to write ...