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JMLR
2012
13 years 9 months ago
Domain Adaptation: A Small Sample Statistical Approach
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
Ruslan Salakhutdinov, Sham M. Kakade, Dean P. Fost...
HASE
2008
IEEE
15 years 6 months ago
Aiding Modular Design and Verification of Safety-Critical Time-Triggered Systems by Use of Executable Formal Specifications
Designing safety-critical systems is a complex process, and especially when the design is carried out at different f abstraction where the correctness of the design at one level i...
Kohei Sakurai, Péter Bokor, Neeraj Suri
ASPLOS
2012
ACM
14 years 2 months ago
A case for unlimited watchpoints
Numerous tools have been proposed to help developers fix software errors and inefficiencies. Widely-used techniques such as memory checking suffer from overheads that limit thei...
Joseph L. Greathouse, Hongyi Xin, Yixin Luo, Todd ...
ICPR
2004
IEEE
16 years 7 months ago
Resampling for Face Detection by Self-Adaptive Genetic Algorithm
Over the past ten years, face detection has been thoroughly studied in computer vision research for its interesting applications. However, all of the state-of-the-art statistical ...
Jie Chen, Wen Gao, Xilin Chen
DAC
2006
ACM
16 years 7 months ago
Scheduling-based test-case generation for verification of multimedia SoCs
Multimedia SoCs are characterized by a main controller that directs the activity of several cores, each of which is in charge of a stage in the processing of a media stream. The v...
Amir Nahir, Avi Ziv, Roy Emek, Tal Keidar, Nir Ron...