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» On the Complexity of Function Learning
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JCB
2002
104views more  JCB 2002»
15 years 2 months ago
Learning Gene Functional Classifications from Multiple Data Types
Paul Pavlidis, Jason Weston, Jinsong Cai, William ...
CORR
2012
Springer
228views Education» more  CORR 2012»
13 years 11 months ago
Active Semi-Supervised Learning using Submodular Functions
Andrew Guillory, Jeff A. Bilmes
JMLR
2012
13 years 5 months ago
Learning Fourier Sparse Set Functions
Peter Stobbe, Andreas Krause
CRYPTO
2007
Springer
133views Cryptology» more  CRYPTO 2007»
15 years 9 months ago
Amplifying Collision Resistance: A Complexity-Theoretic Treatment
We initiate a complexity-theoretic treatment of hardness amplification for collision-resistant hash functions, namely the transformation of weakly collision-resistant hash functio...
Ran Canetti, Ronald L. Rivest, Madhu Sudan, Luca T...
STOC
1996
ACM
97views Algorithms» more  STOC 1996»
15 years 7 months ago
Deterministic Restrictions in Circuit Complexity
We study the complexity of computing Boolean functions using AND, OR and NOT gates. We show that a circuit of depth d with S gates can be made to output a constant by setting O(S1...
Shiva Chaudhuri, Jaikumar Radhakrishnan