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» On the Complexity of Function Learning
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97
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RTA
2009
Springer
15 years 7 months ago
The Derivational Complexity Induced by the Dependency Pair Method
We study the derivational complexity induced by the (basic) dependency pair method. Suppose the derivational complexity induced by a termination method is closed under elementary f...
Georg Moser, Andreas Schnabl
DLT
2008
15 years 2 months ago
Relationally Periodic Sequences and Subword Complexity
By the famous theorem of Morse and Hedlund, a word is ultimately periodic if and only if it has bounded subword complexity, i.e., for sufficiently large n, the number of factors of...
Julien Cassaigne, Tomi Kärki, Luca Q. Zamboni
101
Voted
ICS
2010
Tsinghua U.
15 years 10 months ago
Space-Efficient Estimation of Robust Statistics and Distribution Testing
: The generic problem of estimation and inference given a sequence of i.i.d. samples has been extensively studied in the statistics, property testing, and learning communities. A n...
Steve Chien, Katrina Ligett, Andrew McGregor
84
Voted
TIT
1998
63views more  TIT 1998»
15 years 10 days ago
On the Consistency of Minimum Complexity Nonparametric Estimation
— Nonparametric estimation is usually inconsistent without some form of regularization. One way to impose regularity is through a prior measure. Barron and Cover [1], [2] have sh...
Zhiyi Chi, Stuart Geman
DAM
2006
113views more  DAM 2006»
15 years 22 days ago
On the complexity of suboptimal decoding for list and decision feedback schemes
We consider bounded distance list decoding, such that the decoder calculates the list of all codewords within a sphere around the received vector. We analyze the performance and t...
Jürgen Freudenberger, Victor V. Zyablov