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

Department of Computer Science

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

16 Citations (Scopus)

271 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

Access to Document

10.1214/16-AOS1470Licence: Other

Full-text PDF (final published version)
This is the final published version of the article (version of record). It first appeared online via Project Euclid at https://doi.org/10.1214/16-AOS1470 . Please refer to any applicable terms of use of the publisher.
Final published version, 677 KB

https://arxiv.org/abs/1407.0581

Handle.net

Persistent link

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

Cite this

@article{8f9f46534c4345c9a47060c68844acdf,

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",

year = "2017",

month = jun,

day = "13",

doi = "10.1214/16-AOS1470",

language = "English",

volume = "45",

pages = "959--990",

journal = "Annals of Statistics",

issn = "0090-5364",

publisher = "Institute of Mathematical Statistics",

number = "3",

}

TY - JOUR

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

Access to Document

Handle.net

Profiles

Dr Song Liu

Cite this