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ICANNGA
2007
Springer
100views Algorithms» more  ICANNGA 2007»
14 years 2 months ago
Softening Splits in Decision Trees Using Simulated Annealing
Predictions computed by a classification tree are usually constant on axis-parallel hyperrectangles corresponding to the leaves and have strict jumps on their boundaries. The densi...
Jakub Dvorák, Petr Savický
ICMCS
2007
IEEE
122views Multimedia» more  ICMCS 2007»
14 years 2 months ago
Bit Depth Scalable Coding
Abstract-- In this paper, we propose an H.264/AVC compliant bitdepth scalable coding solution. Our codec is capable of presenting an 8-bit AVC main profile or high profile base lay...
Yuwen Wu, Yongying Gao, Ying Chen
FOCS
1995
IEEE
14 years 2 months ago
Tracking the Best Disjunction
Abstract. Littlestone developed a simple deterministic on-line learning algorithm for learning k-literal disjunctions. This algorithm (called Winnow) keeps one weight for each of t...
Peter Auer, Manfred K. Warmuth
DAC
2005
ACM
14 years 18 days ago
Parameterized block-based statistical timing analysis with non-gaussian parameters, nonlinear delay functions
Variability of process parameters makes prediction of digital circuit timing characteristics an important and challenging problem in modern chip design. Recently, statistical stat...
Hongliang Chang, Vladimir Zolotov, Sambasivan Nara...
ECIR
2010
Springer
14 years 3 days ago
Extracting Multilingual Topics from Unaligned Comparable Corpora
Topic models have been studied extensively in the context of monolingual corpora. Though there are some attempts to mine topical structure from cross-lingual corpora, they require ...
Jagadeesh Jagarlamudi, Hal Daumé III