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Name	Publication URL	DOI	Academic Discipline	Author Names
‌ A study of variability induced by events dependency in microelectronic production	arxiv.org/pdf/1711.06261	doi.org/10.48550/arXiv.1711.06261	Statistics	Kean DequeantMarie-Laure EspinousePhilippe VialletellePierre Lemaire
‌ Clustering with phylogenetic tools in astrophysics	arxiv.org/pdf/1606.00235.pdf	doi.org/10.48550/arXiv.1606.00235	Machine learning Physics Mathematics Statistics ‌ Statistical theory ‌ Astrophysics ‌ Quantitative biology	Didier Fraix-Burnet
‌ Inferência Baseada em Magnitudes na investigação em Ciências do Esporte. A necessidade de romper com os testes de hipótese nula e os valores de p	arxiv.org/pdf/1802.02972	doi.org/10.48550/arXiv.1802.02972	Statistics	Bruno Natale PasquarelliJaime SampaioRui Marcelino
‌ Graphs in machine learning: an introduction	arxiv.org/pdf/1506.06962.pdf	doi.org/10.48550/arXiv.1506.06962	Machine learning Physics Computer science Statistics	Fabrice RossiPierre Latouche
‌ Relational inductive biases, deep learning, and graph networks	arxiv.org/pdf/1806.01261.pdf	doi.org/10.48550/arXiv.1806.01261	Machine learning Artificial Intelligence (AI) Computer science Statistics	Adam SantoroAlvaro Sanchez-GonzalezAndrea TacchettiAndrew BallardAshish VaswaniCaglar GulcehreCharles NashChris DyerDaan WierstraDavid RaposoFrancis SongGeorge DahlJessica B. HamrickJustin GilmerKelsey AllenMateusz MalinowskiMatt BotvinickNicolas HeessOriol VinyalsPeter W. BattagliaPushmeet KohliRazvan PascanuRyan FaulknerVictor BapstVictoria LangstonVinicius ZambaldiYujia Li
‌ Aboveground biomass mapping in French Guiana by combining remote sensing, forest inventories and environmental data	arxiv.org/pdf/1610.04371	doi.org/10.48550/arXiv.1610.04371	Machine learning Statistics	Bruno HéraultDinh Ho Tong MinhIbrahim FayadJean-Stéphane BaillyMahmoud HajjNicolas BaghdadiStéphane GuitetValéry Gond
‌ New first trimester crown-rump lengths equations optimized by structured data collection from a French general population	arxiv.org/pdf/1110.6631	doi.org/10.48550/arXiv.1110.6631	Statistics	Bernard BenoîtFrancis VasseurMarc ConstantViet Chi Tran
‌ Development and validation of an interpretable machine learning-based calculator for predicting 5-year weight trajectories after bariatric surgery: a multinational retrospective cohort SOPHIA study	arxiv.org/pdf/2308.16585	doi.org/10.48550/arXiv.2308.16585	Machine learning Computer science Statistics	Anne JacobsCarel W Le RouxCarlos ZerrweckChin Hong LimDaan JacobsDavid NoccaErminia LemboFlorence GaltierFrançois PattouGeltrude MingroneGuelareh DezfoulianHélène VerkindtJohanna C Andersson-AssarssonJulien CousterJulien TeignyLena CarlssonMarie LepageMaud RobertMaxence DebertMihaela MoldovanuOrnella VerrastroPatrick SauxPaulina SalminenPer-Arne SvenssonPhilippe PreuxPhong Ching LeePierre BauvinRalph PeterliRicardo V CohenRobert CaiazzoSeverine AndrieuxTomy SoumphonphakdyValerie MonpellierVioleta Raverdy
‌ Testing the isotropy of high energy cosmic rays using spherical needlets	arxiv.org/pdf/1107.5658	doi.org/10.48550/arXiv.1107.5658	Physics Statistics ‌ High-energy astronomy ‌ Astrophysics	Dominique PicardGilles FaÿGérard KerkyacharianJacques Delabrouille
‌ Evaluating AI systems under uncertain ground truth: a case study in dermatology	arxiv.org/pdf/2307.02191.pdf	doi.org/10.48550/arXiv.2307.02191	Machine learning Computer Vision Computer science Statistics	Abhijit Guha RoyAlan KarthikesalingamAli Taylan CemgilArnaud DoucetBeverly FreemanDale R. WebsterDavid StutzGreg S. CorradoJan FreybergJavier Perez MatosMelih BarsbeyMike SchaekermannPatricia StrachanPushmeet KohliRajeev RikhyeTatiana MatejovicovaUmesh TelangYossi MatiasYuan LiuYun Liu
‌ Individual dynamic prediction of clinical endpoint from large dimensional longitudinal biomarker history: a landmark approach	arxiv.org/pdf/2102.01466.pdf	doi.org/10.48550/arXiv.2102.01466	Machine learning Computer science Statistics	Anthony DevauxBPHBPH, SISTMCécile Proust-LimaKarine PérèsRobin Genuer
‌ Nash Learning from Human Feedback	arxiv.org/pdf/2312.00886.pdf	doi.org/10.48550/arXiv.2312.00886	Machine learning Artificial Intelligence (AI) Computer science Game theory Statistics Multi-agent system	Andrea MichiBilal PiotDaniel GuoDaniel J. MankowitzDaniele CalandrielloDoina PrecupMarco SelviMark RowlandMatthieu GeistMichal ValkoMohammad Gheshlaghi AzarNikola MomchevOlivier BachemRémi MunosSertan GirginThomas MésnardYunhao Tang
‌ Multilevel Bayesian framework for modeling the production, propagation and detection of ultra-high energy cosmic rays	arxiv.org/pdf/1206.4569.pdf	doi.org/10.48550/arXiv.1206.4569	Physics Statistics ‌ High-energy astronomy ‌ Astrophysics	David ChernoffDavid RuppertIra WassermanKunlaya SoiapornThomas Loredo
‌ The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors	arxiv.org/pdf/2101.11071.pdf	doi.org/10.48550/arXiv.2101.11071	Machine learning Artificial Intelligence (AI) Computer science Statistics	Avinash UmmadisinguBrandon HoughtonCrissman LoomisJohn SchulmanKeisuke NakataMario Ynocente CastroNicholay TopinNoboru Sean KunoOriol VinyalsRuslan SalakhutdinovSam DevlinSharada MohantyShinya ShiroshitaStephanie MilaniWilliam H. Guss
‌ Generative Adversarial Networks Applied to Synthetic Financial Scenarios Generation	arxiv.org/pdf/2209.03935.pdf	doi.org/10.48550/arXiv.2209.03935	Statistics Computational finance ‌ Quantitative finance	Christophe GeisslerJulien WallartMatteo RizzatoNicolas Morizet
‌ Modeling long-term longitudinal HIV dynamics with application to an AIDS clinical study	arxiv.org/pdf/0901.3806	doi.org/10.48550/arXiv.0901.3806	Statistics	Tao LuYangxin Huang
‌ Bonseyes AI Pipeline -- bringing AI to you. End-to-end integration of data, algorithms and deployment tools	arxiv.org/pdf/1901.05049.pdf	doi.org/10.48550/arXiv.1901.05049	Machine learning Computer science Electrical engineering Statistics Sound	Andrew AndersonDavid GreggJing SuLorenzo KellerLuca BeniniMiguel de PradoNabil OuerhaniNoelia VallezNuria PazosRabia SaeedRozenn Dahyot andTim Llewellynn
‌ The MineRL 2019 Competition on Sample Efficient Reinforcement Learning using Human Priors	arxiv.org/pdf/1904.10079.pdf	doi.org/10.48550/arXiv.1904.10079	Machine learning Artificial Intelligence (AI) Computer science Statistics	Brandon HoughtonCayden CodelDiego Perez LiebanaKatja HofmannManuela VelosoNicholay TopinNoboru KunoPhillip WangRuslan SalakhutdinovSharada MohantyStephanie MilaniWilliam H. Guss
‌ Decolonial AI Alignment: Openness, Viśedsa-Dharma, and Including Excluded Knowledges	arxiv.org/pdf/2309.05030.pdf	doi.org/10.48550/arXiv.2309.05030	Machine learning Artificial Intelligence (AI) Computer science Statistics	Kush R. Varshney
‌ Classification non supervisée des processus dévénements récurrents	arxiv.org/pdf/2401.12621.pdf		Statistics	Génia BabykinaVincent Vandewalle
‌ A Weighted Prognostic Covariate Adjustment Method for Efficient and Powerful Treatment Effect Inferences in Randomized Controlled Trials	arxiv.org/pdf/2309.14256.pdf	doi.org/10.48550/arXiv.2309.14256	Machine learning Statistics	Alyssa M. VanderbeekAnna A. VidovszkyArman SabbaghiCharles K. FisherConsortiumEPADJessica L. RossJonathan R. Walshthe Alzheimer's Disease Cooperative Studythe Alzheimer's Disease Neuroimaging Initiativethe Critical Path for Alzheimer's Diseasethe European Prevention of Alzheimer's Disease
‌ Auditing and Generating Synthetic Data with Controllable Trust Trade-offs	arxiv.org/pdf/2304.10819.pdf	doi.org/10.48550/arXiv.2304.10819	Machine learning Artificial Intelligence (AI) Computer science Statistics	Adam IvankayAleksandra MojsilovicApoorva NitsureBrian BelgodereIgor MelnykInkit PadhiJerret RossJiri NavratilMattia RigottiPierre DogninRadhika VedpathakRichard A. YoungYair SchiffYoussef Mroueh
‌ Estimation of causal effects using instrumental variables with nonignorable missing covariates: Application to effect of type of delivery NICU on premature infants	arxiv.org/pdf/1404.2477	doi.org/10.48550/arXiv.1404.2477	Statistics	Dylan S. SmallFan YangScott A. Lorch
‌ Spatially explicit models for inference about density in unmarked or partially marked populations	arxiv.org/pdf/1112.3250	doi.org/10.48550/arXiv.1112.3250	Statistics	J. Andrew RoyleRichard B. Chandler
‌ The GeoLifeCLEF 2023 Dataset to evaluate plant species distribution models at high spatial resolution across Europe	arxiv.org/pdf/2308.05121.pdf	doi.org/10.48550/arXiv.2308.05121	Statistics ‌ Quantitative biology	ADVANSE, UPVMAlexis JolyBenjamin DeneuChristophe BotellaCésar LeblancDiego MarcosJoaquim EstopinanMaximilien ServajeanPierre BonnetThéo LarcherUMR AMAP, Cirad-BIOSZENITH

Kean DequeantMarie-Laure EspinousePhilippe VialletellePierre Lemaire

Bruno Natale PasquarelliJaime SampaioRui Marcelino

Fabrice RossiPierre Latouche

Adam SantoroAlvaro Sanchez-GonzalezAndrea TacchettiAndrew BallardAshish VaswaniCaglar GulcehreCharles NashChris DyerDaan WierstraDavid RaposoFrancis SongGeorge DahlJessica B. HamrickJustin GilmerKelsey AllenMateusz MalinowskiMatt BotvinickNicolas HeessOriol VinyalsPeter W. BattagliaPushmeet KohliRazvan PascanuRyan FaulknerVictor BapstVictoria LangstonVinicius ZambaldiYujia Li

Bruno HéraultDinh Ho Tong MinhIbrahim FayadJean-Stéphane BaillyMahmoud HajjNicolas BaghdadiStéphane GuitetValéry Gond

Bernard BenoîtFrancis VasseurMarc ConstantViet Chi Tran

Anne JacobsCarel W Le RouxCarlos ZerrweckChin Hong LimDaan JacobsDavid NoccaErminia LemboFlorence GaltierFrançois PattouGeltrude MingroneGuelareh DezfoulianHélène VerkindtJohanna C Andersson-AssarssonJulien CousterJulien TeignyLena CarlssonMarie LepageMaud RobertMaxence DebertMihaela MoldovanuOrnella VerrastroPatrick SauxPaulina SalminenPer-Arne SvenssonPhilippe PreuxPhong Ching LeePierre BauvinRalph PeterliRicardo V CohenRobert CaiazzoSeverine AndrieuxTomy SoumphonphakdyValerie MonpellierVioleta Raverdy

Dominique PicardGilles FaÿGérard KerkyacharianJacques Delabrouille

Abhijit Guha RoyAlan KarthikesalingamAli Taylan CemgilArnaud DoucetBeverly FreemanDale R. WebsterDavid StutzGreg S. CorradoJan FreybergJavier Perez MatosMelih BarsbeyMike SchaekermannPatricia StrachanPushmeet KohliRajeev RikhyeTatiana MatejovicovaUmesh TelangYossi MatiasYuan LiuYun Liu

Anthony DevauxBPHBPH, SISTMCécile Proust-LimaKarine PérèsRobin Genuer

Andrea MichiBilal PiotDaniel GuoDaniel J. MankowitzDaniele CalandrielloDoina PrecupMarco SelviMark RowlandMatthieu GeistMichal ValkoMohammad Gheshlaghi AzarNikola MomchevOlivier BachemRémi MunosSertan GirginThomas MésnardYunhao Tang

David ChernoffDavid RuppertIra WassermanKunlaya SoiapornThomas Loredo

Avinash UmmadisinguBrandon HoughtonCrissman LoomisJohn SchulmanKeisuke NakataMario Ynocente CastroNicholay TopinNoboru Sean KunoOriol VinyalsRuslan SalakhutdinovSam DevlinSharada MohantyShinya ShiroshitaStephanie MilaniWilliam H. Guss

Christophe GeisslerJulien WallartMatteo RizzatoNicolas Morizet

Andrew AndersonDavid GreggJing SuLorenzo KellerLuca BeniniMiguel de PradoNabil OuerhaniNoelia VallezNuria PazosRabia SaeedRozenn Dahyot andTim Llewellynn

Brandon HoughtonCayden CodelDiego Perez LiebanaKatja HofmannManuela VelosoNicholay TopinNoboru KunoPhillip WangRuslan SalakhutdinovSharada MohantyStephanie MilaniWilliam H. Guss

Génia BabykinaVincent Vandewalle

Alyssa M. VanderbeekAnna A. VidovszkyArman SabbaghiCharles K. FisherConsortiumEPADJessica L. RossJonathan R. Walshthe Alzheimer's Disease Cooperative Studythe Alzheimer's Disease Neuroimaging Initiativethe Critical Path for Alzheimer's Diseasethe European Prevention of Alzheimer's Disease

Adam IvankayAleksandra MojsilovicApoorva NitsureBrian BelgodereIgor MelnykInkit PadhiJerret RossJiri NavratilMattia RigottiPierre DogninRadhika VedpathakRichard A. YoungYair SchiffYoussef Mroueh

Dylan S. SmallFan YangScott A. Lorch

J. Andrew RoyleRichard B. Chandler

ADVANSE, UPVMAlexis JolyBenjamin DeneuChristophe BotellaCésar LeblancDiego MarcosJoaquim EstopinanMaximilien ServajeanPierre BonnetThéo LarcherUMR AMAP, Cirad-BIOSZENITH

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