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Academic Journal

A Gaussian Process Regression Model for Distribution Inputs

Subjects: Kriging; Positive definite kernel; Gaussian process

  • Source: ISSN: 0018-9448 ; IEEE Transactions on Information Theory ; https://hal.science/hal-01450002 ; IEEE Transactions on Information Theory, 2018, 64 (10), pp.6620 - 6637.

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Academic Journal

An analysis of block sampling strategies in compressed sensing

Subjects: $\ell^1$ minimization; exact recovery; Compressed Sensing

  • Source: ISSN: 0018-9448 ; IEEE Transactions on Information Theory ; https://hal.science/hal-00823711 ; IEEE Transactions on Information Theory, 2016, 62 (4), pp.2125--2139.

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Academic Journal

About adaptive coding on countable alphabets

Subjects: adaptive compression; minimax; countable alphabets

  • Source: ISSN: 0018-9448 ; IEEE Transactions on Information Theory ; https://hal.science/hal-00665033 ; IEEE Transactions on Information Theory, 2014, 60 (2), pp.808-821. ⟨10.1109/TIT.2013.2288914⟩.

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Academic Journal

Random action of compact Lie groups and minimax estimation of a mean pattern

Subjects: Grenander's pattern theory; Shape variability; Lie groups

  • Source: ISSN: 0018-9448 ; IEEE Transactions on Information Theory ; https://ut3-toulouseinp.hal.science/hal-00714860 ; IEEE Transactions on Information Theory, 2012, 58 (6), pp.3509-3520.

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