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Lower Bounds on Learning Random Structures with Statistical Queries.

, , , and . ALT, volume 6331 of Lecture Notes in Computer Science, page 194-208. Springer, (2010)

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Model Selection for Sinusoids in Noise: Statistical Analysis and a New Penalty Term., and . IEEE Trans. Signal Processing, 59 (4): 1333-1345 (2011)Learning Languages with Rational Kernels., , and . COLT, volume 4539 of Lecture Notes in Computer Science, page 349-364. Springer, (2007)Efficient Classification for Metric Data., , and . COLT, page 433-440. Omnipress, (2010)Kernel methods for learning languages., , and . Theor. Comput. Sci., 405 (3): 223-236 (2008)Universal Kernel-Based Learning with Applications to Regular Languages., and . J. Mach. Learn. Res., (2009)Learning Linearly Separable Languages., , and . ALT, volume 4264 of Lecture Notes in Computer Science, page 288-303. Springer, (2006)Lower Bounds on Learning Random Structures with Statistical Queries., , , and . ALT, volume 6331 of Lecture Notes in Computer Science, page 194-208. Springer, (2010)Statistical estimation with bounded memory.. Statistics and Computing, 22 (5): 1155-1164 (2012)A Universal Kernel for Learning Regular Languages. CoRR, (2007)Uniquely decodable n-gram embeddings.. Theor. Comput. Sci., 329 (1-3): 271-284 (2004)