Support consistency of direct sparse-change learning in Markov networks

Song Liu; Taiji Suzuki; Raissa Relator; Sese Jun; Masashi Sugiyama; Kenji Fukumizu

doi:10.1214/16-AOS1470

Support consistency of direct sparse-change learning in Markov networks

Song Liu
, Taiji Suzuki
, Raissa Relator
, Sese Jun
, Masashi Sugiyama
, Kenji Fukumizu

Research output: Contribution to journal › Article (Academic Journal) › peer-review

19 Citations (Scopus)

303 Downloads (Pure)

Original language	English
Article number	3
Pages (from-to)	959-990
Number of pages	30
Journal	Annals of Statistics
Volume	45
Issue number	3
Early online date	13 Jun 2017
DOIs	https://doi.org/10.1214/16-AOS1470
Publication status	Published - 13 Jun 2017

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https://arxiv.org/abs/1407.0581

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Dr Song Liu
- song.liubristol.acuk
- School of Mathematics - Associate Professor in Data Sciences and A.I.
Person: Academic

Cite this

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title = "Support consistency of direct sparse-change learning in Markov networks",

author = "Song Liu and Taiji Suzuki and Raissa Relator and Sese Jun and Masashi Sugiyama and Kenji Fukumizu",

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T1 - Support consistency of direct sparse-change learning in Markov networks

AU - Liu, Song

AU - Suzuki, Taiji

AU - Relator, Raissa

AU - Jun, Sese

AU - Sugiyama, Masashi

AU - Fukumizu, Kenji

PY - 2017/6/13

Y1 - 2017/6/13

U2 - 10.1214/16-AOS1470

DO - 10.1214/16-AOS1470

M3 - Article (Academic Journal)

SN - 0090-5364

VL - 45

SP - 959

EP - 990

JO - Annals of Statistics

JF - Annals of Statistics

IS - 3

M1 - 3

ER -

Support consistency of direct sparse-change learning in Markov networks

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Dr Song Liu

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