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NIPS
1994
13 years 10 months ago
Active Learning with Statistical Models
For many types of machine learning algorithms, one can compute the statistically optimal" way to select training data. In this paper, we review how optimal data selection tec...
David A. Cohn, Zoubin Ghahramani, Michael I. Jorda...
DAC
2002
ACM
14 years 10 months ago
False-path-aware statistical timing analysis and efficient path selection for delay testing and timing validation
We propose a false-path-aware statistical timing analysis framework. In our framework, cell as well as interconnect delays are assumed to be correlated random variables. Our tool ...
Jing-Jia Liou, Angela Krstic, Li-C. Wang, Kwang-Ti...
APGV
2010
ACM
288views Visualization» more  APGV 2010»
14 years 27 days ago
Statistical regularities in low and high dynamic range images
Computer graphics as well as related disciplines often benefit from understanding the human visual system and its input. In this paper, we study statistical regularities of both ...
Tania Pouli, Douglas Cunningham, Erik Reinhard
BIBE
2007
IEEE
169views Bioinformatics» more  BIBE 2007»
14 years 3 months ago
Combining Semantics, Context, and Statistical Evidence in Genomics Literature Search
—We present an information retrieval model for combining evidence from concept-based semantics, term statistics, and context for improving search precision of genomics literature...
Jay Urbain, Nazli Goharian, Ophir Frieder
CVPR
2008
IEEE
14 years 11 months ago
Robust statistics on Riemannian manifolds via the geometric median
The geometric median is a classic robust estimator of centrality for data in Euclidean spaces. In this paper we formulate the geometric median of data on a Riemannian manifold as ...
P. Thomas Fletcher, Suresh Venkatasubramanian, Sar...