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» Introduction to Randomized Algorithms
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ISAAC
2004
Springer
107views Algorithms» more  ISAAC 2004»
15 years 10 months ago
On the Hardness and Easiness of Random 4-SAT Formulas
Assuming 3-SAT formulas are hard to refute with high probability, Feige showed approximation hardness results, among others for the max bipartite clique. We extend this result in t...
Andreas Goerdt, André Lanka
143
Voted
HASE
2008
IEEE
15 years 5 months ago
Randomization Based Probabilistic Approach to Detect Trojan Circuits
In this paper, we propose a randomization based technique to verify whether a manufactured chip conforms to its design or is infected by any trojan circuit. A trojan circuit can be...
Susmit Jha, Sumit Kumar Jha
179
Voted
FOCM
2008
156views more  FOCM 2008»
15 years 5 months ago
Random Sampling of Sparse Trigonometric Polynomials, II. Orthogonal Matching Pursuit versus Basis Pursuit
We investigate the problem of reconstructing sparse multivariate trigonometric polynomials from few randomly taken samples by Basis Pursuit and greedy algorithms such as Orthogona...
Stefan Kunis, Holger Rauhut
171
Voted
ICDM
2009
IEEE
124views Data Mining» more  ICDM 2009»
15 years 2 months ago
A Practical Differentially Private Random Decision Tree Classifier
In this paper, we study the problem of constructing private classifiers using decision trees, within the framework of differential privacy. We first construct privacy-preserving ID...
Geetha Jagannathan, Krishnan Pillaipakkamnatt, Reb...
172
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CVPR
2011
IEEE
15 years 1 months ago
Combining Randomization and Discrimination for Fine-Grained Image Categorization
In this paper, we study the problem of fine-grained image categorization. The goal of our method is to explore fine image statistics and identify the discriminative image patche...
Bangpeng Yao, Aditya Khosla, Li Fei-Fei