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106
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ICML
2008
IEEE
16 years 3 months ago
Structure compilation: trading structure for features
Structured models often achieve excellent performance but can be slow at test time. We investigate structure compilation, where we replace structure with features, which are often...
Dan Klein, Hal Daumé III, Percy Liang
101
Voted
ICCV
2001
IEEE
16 years 4 months ago
Sparse PCA: Extracting Multi-scale Structure from Data
Chakra Chennubhotla, Allan D. Jepson
118
Voted
STOC
2009
ACM
120views Algorithms» more  STOC 2009»
16 years 3 months ago
Bit-probe lower bounds for succinct data structures
We prove lower bounds on the redundancy necessary to represent a set S of objects using a number of bits close to the information-theoretic minimum log2 |S|, while answering vario...
Emanuele Viola
109
Voted
CADE
2005
Springer
16 years 2 months ago
Simulating Reachability Using First-Order Logic with Applications to Verification of Linked Data Structures
Greta Yorsh, Neil Immerman, Shmuel Sagiv, Siddhart...
164
Voted
SIGMOD
2007
ACM
157views Database» more  SIGMOD 2007»
16 years 2 months ago
Leveraging data and structure in ontology integration
Lise Getoor, Octavian Udrea, Renée J. Mille...