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ICML
2007
IEEE
16 years 5 months ago
Hierarchical maximum entropy density estimation
We study the problem of simultaneously estimating several densities where the datasets are organized into overlapping groups, such as a hierarchy. For this problem, we propose a m...
David M. Blei, Miroslav Dudík, Robert E. Sc...
FCCM
2009
IEEE
139views VLSI» more  FCCM 2009»
15 years 2 months ago
Memory-Efficient Pipelined Architecture for Large-Scale String Matching
We propose a pipelined field-merge architecture for memory-efficient and high-throughput large-scale string matching (LSSM). Our proposed architecture partitions the (8-bit) charac...
Yi-Hua Edward Yang, Viktor K. Prasanna
IACR
2011
94views more  IACR 2011»
14 years 4 months ago
Secure Computation with Sublinear Amortized Work
Traditional approaches to secure computation begin by representing the function f being computed as a circuit. For any function f that depends on each of its inputs, this implies ...
S. Dov Gordon, Jonathan Katz, Vladimir Kolesnikov,...
EMNLP
2010
15 years 2 months ago
Learning the Relative Usefulness of Questions in Community QA
We present a machine learning approach for the task of ranking previously answered questions in a question repository with respect to their relevance to a new, unanswered referenc...
Razvan C. Bunescu, Yunfeng Huang
DAGM
2009
Springer
15 years 11 months ago
Pedestrian Detection by Probabilistic Component Assembly
We present a novel pedestrian detection system based on probabilistic component assembly. A part-based model is proposed which uses three parts consisting of head-shoulder, torso a...
Martin Rapus, Stefan Munder, Gregory Baratoff, Joa...