Journal of Machine Learning Research: Advancing Open Access in Machine Learning

The Journal of Machine Learning Research (JMLR) stands as a prominent, peer-reviewed, open-access scientific journal dedicated to covering all areas of machine learning. It is committed to rigorous yet rapid reviewing immediately upon receipt. JMLR distinguishes itself by its dedication to providing high-quality scholarly articles in all areas of machine learning.

Origins and Philosophy

Established as an open-access alternative to the journal Machine Learning, JMLR emerged from a pivotal moment in the field. In 2001, forty editorial board members of Machine Learning collectively resigned, driven by the conviction that the internet age demanded a shift away from expensive, pay-access journals. They believed that restricting access to research findings was detrimental to the progress of researchers and the field as a whole. This bold move paved the way for JMLR's founding and its unwavering commitment to open access.

Publication and Availability

JMLR is published electronically. Print editions of the journal were initially published by MIT Press until 2004, and subsequently by Microtome Publishing. Microtome Publishing continues to play a crucial role in ensuring the journal's availability.

Key Milestones

The journal consistently progresses through volumes, marking significant contributions to the field of machine learning:

2021.12.02: Message from outgoing co-EiC Bernhard Schölkopf.
2021.02.10: Volume 21 completed; Volume 22 began.
2022.01.25: Volume 22 completed; Volume 23 began.
2023.01.20: Volume 23 completed; Volume 24 began.
2024.02.18: Volume 24 completed; Volume 25 began.
2025.02.10: Volume 25 completed; Volume 26 began.

Journal Metrics

JMLR has established itself as a leading publication in the field, reflected in its impact factor of 4.091 (2018). Its standard abbreviation, according to ISO, is J. Mach. Learn. Res.

Proceedings of Machine Learning Research (PMLR)

The Proceedings of Machine Learning Research (PMLR) is a series that publishes machine learning research papers presented at conferences and workshops. Each volume is separately titled and associated with a particular workshop or conference and will be published online on the PMLR web site. The Series Editor is Neil Lawrence. The proceedings were originally known as JMLR W&CP. Rebranding was finalised on 10th April 2017. The first volume to be published at the PMLR site was volume 54, the 2017 AISTATS Proceedings.

Reissue Series

PMLR has launched a "reissue series" for republishing volumes of papers that are no longer online. The first reissues are early editions of AISTATS, AISTATS 1995, AISTATS 1997, AISTATS 1999, AISTATS 2001, AISTATS 2003 and AISTATS 2005. To suggest volumes for the reissue series contact the editors.

Data-Centric Machine Learning Research (DMLR)

JMLR also publishes high-quality scholarly articles focused on the data aspect of machine learning research, including research from all adjacent fields. It refines and tailors its process to better serve the special nature of data-centric ML research.

DMLR Updates and Review Process

The latest DMLR Journal updates are shared during the announcements of the DMLR Workshop at ICML. DMLR employs a single-blind review system in which authors' identities are not anonymized. This is because data work often includes the hosting of data, which usually cannot be anonymized. Authors are required to create author profiles on OpenReview and disclose any potential conflicts of interest when submitting their papers.

Submissions are assessed with the Acceptance Criteria, including scope, completeness, and compliance with the DMLR standards. The EIC may reject the submission outright before the AE assignment. Three reviewers are recruited to evaluate and provide feedback on the submission. Rebuttals, discussions, and revisions enable authors to engage with reviewers and refine their paper (with an option to make revisions and resubmit it anew). Submissions will be public on OpenReview only when they are accepted. Authors are encouraged to read the Submission page as well as Reviewer Guidelines and Action Editor Guidelines, which details DMLR's scope, criteria, and review process.

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DMLR is published electronically, and the International Standard Serial Number (ISSN) is currently pending.

Notable Contributors

Many researchers contribute to the Journal of Machine Learning Research. Here is a list of some of the contributors:

Akshay Kumar
Jarvis Haupt
Qiankun Shi
Jie Peng
Kun Yuan
Xiao Wang
Qing Ling
Xavier Emery
Emilio Porcu
Moreno Bevilacqua
Jianguo Huang
Jianqing Song
Xuanning Zhou
Bingyi Jing
Hongxin Wei
Saul Santos
Vlad Niculae
Daniel McNamee
Andre F.T. Martins
Juraj Bodik
Valérie Chavez-Demoulin
Eric Aubinais
Elisabeth Gassiat
Pablo Piantanida
Xing Liu
François-Xavier Briol
Zhenting Luan
Defeng Sun
Haoning Wang
Liping Zhang
Jake Roth
Ying Cui
Alejandro de la Concha
Nicolas Vayatis
Argyris Kalogeratos
Rahul Singh
Abhinek Shukla
Dootika Vats
Zhanyu Wang
Guang Cheng
Jordan Awan
Dongsheng Ding
Kaiqing Zhang
Jiali Duan
Tamer Basar
Mihailo R. Jovanovic
Kelly Ramsay
Aukosh Jagannath
Shoja'eddin Chenouri
Quoc Tran-Dinh
Tenghui Li
Guoxu Zhou
Xuyang Zhao
Qibin Zhao
Jongmin Mun
Seungwoo Kwak
Ilmun Kim
Nathanaël Munier
Emmanuel Soubies
Pierre Weiss
Tong Xu
Simge Küçükyavuz
Ali Shojaie
Armeen Taeb
David Holzmüller
Francis Bach
Samuel E. Otto
Nicholas Zolman
J. Nathan Kutz
Steven L. Brunton
Nikita Zozoulenko
Thomas Cass
Lukas Gonon
A. Martina Neuman
Dominik Dold
Philipp Christian Petersen
Vinay Chakravarthi Gogineni
Esmaeil S. Nadimi
Kuo-Wei Lai
Vidya Muthukumar
Andrea Bertazzi
Paul Dobson
Pierre Monmarché
Jiaqi Gu
Guosheng Yin
Yuri Chervonyi
Trieu H. Trinh
Miroslav Olšák
Xiaomeng Yang
Hoang H. Nguyen
Marcelo Menegali
Junehyuk Jung
Junsu Kim
Vikas Verma
Quoc V. Le
Thang Luong
Boao Kong
Shuchen Zhu
Songtao Lu
Xinmeng Huang
Thibaud Leteno
Michael Perrot
Charlotte Laclau
Antoine Gourru
Christophe Gravier
Chuan He
Zhanwang Deng
Tao Sun
Xinwang Liu
Julien Chhor
Olga Klopp
Alexandre B. Tsybakov
Zonghao Chen
Aratrika Mustafi
Pierre Glaser
Anna Korba
Arthur Gretton
Bharath K. Sriperumbudur
Ryan Murray
Adam Pickarski
Subhajit Patra
Sonali Panda
Bikram Keshari Parida
Mahima Arya
Kurt Jacobs
Denys I. Bondar
Abhijit Sen
Leo L. Duan
Anirban Bhattacharya
Yinan Shen
Dong Xia
Wen-Xin Zhou
Dingbo Wu
Fangzheng Xie
Zhuangyan Fang
Ruiqi Zhao
Yue Liu
Yangbo He
Qi Zhang
Yifei Wang
Yisen Wang
Wanli Qiao
Wolfgang Polonik
Si-Yang Liu
Hao-Run Cai
Qi-Le Zhou
Huai-Hong Yin
Tao Zhou
Jun-Peng Jiang
Han-Jia Ye
Gabriel Arpino
Xiaoqi Liu
Julia Gontarek
Ramji Venkataramanan
Parthe Pandit
Zhichao Wang
Yizhe Zhu
Bo Xue
Ji Cheng
Fei Liu
Yimu Wang
Lijun Zhang
Qingfu Zhang
Nihat Ay
Jesse van Oostrum
Adwait Datar
Facundo Mémoli
Brantley Vose
Robert C. Williamson
Peng Wang
Xiao Li
Can Yaras
Zhihui Zhu
Laura Balzano
Wei Hu
Qing Qu
Haobo Zhang
Yicheng Li
Weihao Lu
Qian Lin
Stephen M. S. Lee
Mehdi Soleymani
Deborah Sulem
Vincent Rivoirard
Judith Rousseau
Alan N. Amin
Debora S. Marks
Eli N. Weinstein
Lingxiao Zhao
Xueying Ding
Lijun Yu
Leman Akoglu
Wei Zhang
Jr-Shin Li
Hao Liu
Jiahui Cheng
Wenjing Liao
Kazumi Kasaura
Michael Sucker
Jalal Fadili
Peter Ochs
Hee Cheol Chung
Yang Ni
Irina Gaynanova
Michael Albergo
Nicholas M. Boffi
Eric Vanden-Eijnden
Peng Zhao
Yan-Feng Xie
Lijun Zhang
Zhi-Hua Zhou
Adel Nabli
Edouard Oyallon
Teemu Härkönen
Sara Wade
Kody Law
Lassi Roininen
YoonHaeng Hur
Yuehaw Khoo
Johannes P. Dürholt
Thomas S. Asche
Johanna Kleinekorte
Gabriel Mancino-Ball
Benjamin Schiller
Simon Sung
Julian Keupp
Aaron Osburg
Toby Boyne
Ruth Misener
Rosona Eldred
Chrysoula Kappatou
Robert M. Lee
Dominik Linzner
Wagner Steuer Costa
David Walz
Niklas Wulkow
Behrang Shafei
Chengde Qian
Guanghui Wang
Changliang Zou
Charles C. Margossian
Loucas Pillaud-Vivien
Lawrence K. Saul
Pierre-Alexandre Mattei
Damien Garreau
Qihang Lin
Negar Soheili
Runchao Ma
Selvaprabu Nadarajah
Christopher Wang
Alex Townsend
Yujing Shao
Lei Wang
Heng Lian
Haiying Wang
Marie Maros
Gesualdo Scutari
Ying Sun
Yujin Jeong
Dominik Rothenhäusler
Sébastien J. Petit
Julien Bect
Emmanuel Vazquez
Shulei Wang
Jiacai Liu
Wenye Li
Dachao Lin
Ke Wei
Zhihua Zhang
Erhan Bayraktar
Ali Devran Kara
Junwen Qiu
Xiao Li
Andre Milzarek
Rohit Kanrar
Feiyu Jiang
Zhanrui Cai
Ilyas Fatkhullin
Igor Sokolov
Eduard Gorbunov
Zhize Li
Peter Richtárik
Xin Xu
Eibe Frank
Geoffrey Holmes
Ye Tian
Yuqi Gu
Yang Feng
Yanxin Jin
Yang Ning
Kean Ming Tan
Bernardo Ávila Pires
Mark Rowland
Diana Borsa
Zhaohan Daniel Guo
Khimya Khetarpal
André Barreto
David Abel
Rémi Munos
Will Dabney
Vanessa Kosoy
Etienne Boursier
Nicolas Flammarion
Xianghua Zeng
Hao Peng
Dingli Su
Angsheng Li
Matias G. Delgadino
Bruno B. Suassuna
Rene Cabrera
Varun Babbar
Zhicheng Guo
Cynthia Rudin
Jiacheng Miao
Xinran Miao
Yixuan Wu
Jiwei Zhao
Qiongshi Lu
Yuchao Cai
Hanfang Yang
Yuheng Ma
Hanyuan Hang
Daniel Lundstrom
Meisam Razaviyayn
Mohammed Rayyan Sheriff
Floor Fenne Redel
Peyman Mohajerin Esfahani
Shihao Shao
Yikang Li
Zhouchen Lin
Qinghua Cui
Adam Edwards
Paul Bartholomew
Andrew Sillers
Thomas Chen
Patrícia Muñoz Ewald
Bertille FOLLAIN
Rajiv Sambharya
Bartolomeo Stellato
Aldo Pacchiano
Mohammad Ghavamzadeh
Peter Bartlett
Maximilian Kertel
Nadja Klein
Bohan Wu
César A. Uribe
Daiqi Gao
Yufeng Liu
Donglin Zeng
Minh Nhat VuHuy Quang MaiMy T. ThaiJustin BunkerMark GirolamiHefin LambleyAndrew M. StuartT. J. SullivanPaul RosaMatteo BettiniAjay ShankarAmanda ProrokAryeh KontorovichAmichai PainskyChristopher QianFeng LiangJason AdamsPatrik Róbert GerberTianze JiangYury PolyanskiyRui SunPeng ChenJin ZhuJunxian ZhuXueqin WangJae Hyun LimNikola B. KovachkiRicardo BaptistaChristopher BeckhamKamyar AzizzadenesheliJean KossaifiVikram VoletiJiaming SongKarsten KreisJan KautzChristopher PalArash VahdatAnima AnandkumarThomas GuilmeauEmilie ChouzenouxVíctor ElviraPablo BadillaFelipe Bravo-MarquezMaría José ZambranoJorge PérezKweku AbrahamZacharie NauletZhiheng ChenGuanhua FangWen YuStanislav MinskerMohamed NdaoudYiqiu ShenYibo WangJinfeng YiTianbao YangAmirreza Neshaei MoghaddamAlex OlshevskyBahman GharesifardBrian LiuRahul MazumderBadr MoufadPierre-Antoine BannierQuentin BertrandQuentin KlopfensteinMathurin MassiasKexin JinJonas LatzChenguang LiuAlessandro ScagliottiPeter W. MacDonaldElizaveta LevinaJi ZhuSudipto BanerjeeXiang ChenIan FrankenburgDaniel ZhouAndrea PerinStephane DenyMichal DerezińskiDaniel LeJeuneDeanna NeedellElizaveta RebrovaKevin WangHongqian NiuYixin WangDidong LiSungduk YuZeyuan HuAkshay SubramaniamWalter HannahLiran PengJerry LinMohamed Aziz BhouriRitwik GuptaBjörn LütjensJustus C. WillGunnar BehrensJulius J. M. BuseckeNora LooseCharles I SternTom BeuclerBryce HarropHelge HeuerBenjamin R HillmanAndrea JenneyNana LiuAlistair WhiteTian ZhengZhiming KuangFiaz AhmedElizabeth BarnesNoah D. BrenowitzChristopher BrethertonVeronika EyringSavannah FerrettiNicholas LutskoPierre GentineStephan MandtJ. David NeelinRose YuLaure ZannaNathan M. UrbanJanni YuvalRyan AbernatheyPierre BaldiWayne ChuangYu HuangFernando Iglesias-SuarezSanket JantrePo-Lun MaSara ShamekhGuang ZhangMichael PritchardJannis ChemseddinePaul HagemannGabriele SteidlChristian WaldEslam AbdelaleemIlya NemenmanK. Michael MartiniRomain VerdièreClémentine PrieurOlivier ZahmSenwei LiangHaizhao YangZiwen WangYancheng YuanJiaming MaTieyong ZengZuofeng ShangTianyang HuRuiqi LiuYuanyu WanTong WeiMingli SongDennis ChemnitzMaximilian EngelXiyue ZhangBenjie WangMarta KwiatkowskaHuan ZhangCéline ComteMatthieu JonckheereJaron SandersAlbert Senen-CerdaHuan LiYiming DongYong LinChen LiuChenlu YeQing LianYuan YaoTong ZhangNoufel FRIKHAMaximilien GERMAINMathieu LAURIEREHuyen PHAMXuanye SONGGeorge BoltSimón LunagómezChristopher NemethHongyu WangShuming MaLingxiao MaLei WangWenhui WangLi DongShaohan HuangHuaijie WangJilong XueRuiping WangYi WuFuru WeiNathan DoumècheGérard BiauClaire BoyerYuqing LiangDongpo XuPaul EgelsIsmaël CastilloBerkay AnahtarciCan Deha KariksizNaci SaldiYuki OhnishiBikram KarmakarArman SabbaghiMax HirdSamuel LivingstonePenghe ZhangNaihua XiuHou-Duo QiAnish AgarwalDevavrat ShahDennis ShenBen WuKeru WuJian KangYuling JiaoRuoxuan LiPeiying WuJerry Zhijian YangPingwen ZhangHan ShenZhuoran YangTianyi ChenFan YangHongyang R. ZhangSen WuChristopher ReWeijie J. SuBurak VariciEmre AcartürkKarthikeyan ShanmugamAbhishek KumarAli TajerSaptarshi ChakrabortyPeter L. BartlettYuansi ChenWooseok HaBin YuLesi ChenYaohua MaJingzhao ZhangShao-Bo LinXiaotong LiuDi WangHai ZhangDing-Xuan ZhouVincent RouletSiddhartha SrinivasaMaryam FazelZaid HarchaouiLe BaoXin LiuCyril BenezetZiteng ChengSebastian JaimungalLukas ZierahnDirk van der HoevenTal LancewickiAviv RosenbergNicolò Cesa-BianchiRocco CaprioJuan KuntzSamuel PowerAdam M. JohansenGaoyu WuJelena BradicWen-Xin ZhouAntoine ChatalicNicolas SchreuderErnesto De VitoLorenzo RosascoFlorian BrückJean-David FermanianAleksey MinGeorge StamatescuRajarshi GuhaniyogiLaura BaracaldoHanyuan HangDavid BolinVaibhav MehandirattaAlexandre B. SimasMargherita LazzarettoJonas PetersNiklas PfisterInsung KongYongdai KimTakeyuki SasaiHironori FujisawaSebastian KrämerRuoxu TanWei HuangZheng ZhangBrecht VerbekenMarie-Anne GuerryWouter VerbekeSam VerbovenYe LuoMartin SpindlerJannis KueckFederico BassettiMarco GherardiAlessandro IngrossoMauro PastorePietro RotondoMikolaj J. KasprzakRyan GiordanoTamara BroderickSeunghoon PaikMichael CelentanoAlden GreenRyan J. TibshiraniJakub RybakHeather BatteyHongru YangYingbin LiangXiaojie GuoLingfei WuZhangyang WangAtticus GeigerDuligur IbelingAmir ZurMaheep ChaudharySonakshi ChauhanJing HuangAryaman AroraZhengxuan WuNoah GoodmanChristopher PottsThomas IcardYongyi YangTang LiuYangkun WangZengfeng HuangBrendon G. AndersonZiye MaJingqi LiSomayeh SojoudiCarlo LucibelloAurora RossiErnesto ArayaMihai CucuringuHemant TyagiLianghao CaoThomas O'Leary-RoseberryOmar GhattasHaoshu XuHongzhe LiYoucheng NiuJinming XuYan HuangLi ChaiEftychia SoleaBing LiKyongwon KimOssi RäisäJoonas JälköAntti HonkelaJames ChokGeoffrey M. VasilSamy Wu FungHoward HeatonStanley OsherKarthik BharathAlexander LewisAkash SharmaMichael V. TretyakovYipeng LiXinchen LyuYaoyu ZhangLeyang ZhangZhongwang ZhangZhiwei BaiChengli TanJiangshe ZhangJunmin LiuYicheng WangYunda HaoFeifei WangZimeng ZhaoRuimin YeXiaoge GuXiaoling LuPaul DüttingFederico FuscoSilvio LattanziAshkan Norouzi-FardMorteza ZadimoghaddamNhat HoKoulik KhamaruRaaz DwivediMartin J. WainwrightMichael I. JordanBin YuYariv AizenbudBarak SoberCaglar DemirAlkid BaciN'Dah Jean KouagouLeonie Nora SiegerStefan HeindorfSimon BinLukas BlübaumAlexander BigerlAxel-Cyrille Ngonga NgomoRichard M. BaileyEhsan MokhtarianSepehr ElahiSina AkbariNegar KiyavashHenrik von KleistAlireza ZamanianIlya ShpitserNarges AhmidiAntoine Godichon-BaggioniNicklas WergeYang ChenCheng-Der FuhChu-Lan Michael KaoGeoffrey WolferPierre AlquierPierre MarionAdeline FermanianJean-Philippe VertTobias SchumacherMarkus StrohmaierFlorian LemmerichNils LehmannNina Maria GottschlingJakob GawlikowskiAdam J. StewartStefan DepewegEric NalisnickNiklas MuennighoffAlexander M. RushBoaz BarakTeven Le ScaoAleksandra PiktusNouamane TaziSampo PyysaloThomas WolfColin RaffelYu TianZachary LubbertsMelanie WeberOscar KeyTamara FernandezJianqing ZhangYang LiuYang HuaHao WangTao SongZhengui XueRuhui MaJian CaoNikhil GhoshSpencer FreiJulie JosseShu YangXiangdong XieJiahua GuoYi SunShouri HuHaowei WangZhongxiang DaiBryan Kian Hsiang LowSzu Hui NgZhigang YaoYuqing XiaZelai XuChao YuYancheng LiangYi WuYu WangXuefeng GaoHoang M. NguyenLingjiong ZhuSebastian EngelkePaul DommelAlois PichlerJue HouRajarshi MukherjeeTianxi CaiKuangyu DingJingyang LiKim-Chuan TohRafid MahmoodJames Luca

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