logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
P

Peter Bühlmann

swiss federal institutes of technology domain

67H-index
371Paper Count
3.0WCitation Count
Published Papers 62
Publication Date
logo
Causality-Oriented Robustness: Exploiting General Noise Interventions
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2025-12-01
err1
PREAI
errShen, Xinwei; Buhlmann, Peter; Taeb, Armeen
errShare
errSave
CAUSALITY PURSUIT FROM HETEROGENEOUS ENVIRONMENTS VIA NEURAL ADVERSARIAL INVARIANCE LEARNING
errANNALS OF STATISTICS
IF3.7
err2025-10-01
err0
PREAI
errGu, Yihong; Fang, Cong; Buhlmann, Peter; Fan, Jianqing
errShare
errSave
Causal chambers as a real-world physical testbed for AI methodology
errNATURE MACHINE INTELLIGENCE
IF23.9
err2025-01-15
err2
errOAAI
errGamella, Juan L.; Peters, Jonas; Buhlmann, Peter
errShare
errSave
AI-empowered perturbation proteomics for complex biological systems
errCELL GENOMICS
IF9
err2024-11-01
err0
errOAAI
errQian, Liujia; Sun, Rui; Aebersold, Ruedi; Buhlmann, Peter; Sander, Chris; Guo, Tiannan
errShare
errSave
Model selection over partially ordered sets
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2024-02-16
err1
errOAAI
errTaeb, Armeen; Buhlmann, Peter; Chandrasekaran, Venkat
errShare
errSave
Discussion of A Scale-Free Approach for False Discovery Rate Control in Generalized Linear Models
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2023-08-08
err0
PREAI
errLaw, Michael; Buehlmann, Peter
errShare
errSave
Predicting sepsis using deep learning across international sites: a and validation
errECLINICALMEDICINE
IF10
err2023-08-01
err13
errOAAI
errMoor, Michael; Bennett, Nicolas; Plecko, Drago; Horn, Max; Rieck, Bastian; Meinshausen, Nicolai; Buhlmann, Peter; Borgwardt, Karsten
errShare
errSave
ricu: R's interface to intensive care data
errGIGASCIENCE
IF3.9
err2023-06-15
err3
errOAAI
errBennett, Nicolas; Plecko, Drago; Ukor, Ida-Fong; Meinshausen, Nicolai; Buhlmann, Peter
errShare
errSave
Higher-Order Least Squares: Assessing Partial Goodness of Fit of Linear Causal Models
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2023-02-24
err3
errOAAI
errSchultheiss, Christoph; Buhlmann, Peter; Yuan, Ming
errShare
errSave
Double-Estimation-Friendly Inference for High-Dimensional Misspecified Models
errENERGY AND BUILDINGS
IF7.1
err2023-02-01
err1
errOAAI
errShah, Rajen D.; Buhlmann, Peter
errShare
errSave
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2022-10-21
err9
errOAAI
errMarmolejo-Ramos, Fernando; Tejo, Mauricio; Brabec, Marek; Kuzilek, Jakub; Joksimovic, Srecko; Kovanovic, Vitomir; Gonzalez, Jorge; Kneib, Thomas; Buehlmann, Peter; Kook, Lucas; Briseno-Sanchez, Guillermo; Ospina, Raydonal
errShare
errSave
DOUBLY DEBIASED LASSO: HIGH-DIMENSIONAL INFERENCE UNDER HIDDEN CONFOUNDING
errANNALS OF STATISTICS
IF3.7
err2022-06-01
err12
errOAAI
errGuo, Zijian; Cevid, Domagoj; Buhlmann, Peter
errShare
errSave
Multiomic profiling of the liver across diets and age in a diverse mouse population
errCELL SYSTEMS
IF7.7
err2022-01-01
err21
errOAAI
errWilliams, Evan G.; Pfister, Niklas; Roy, Suheeta; Statzer, Cyril; Haverty, Jack; Ingels, Jesse; Bohl, Casey; Hasan, Moaraj; Cuklina, Jelena; Buhlmann, Peter; Zamboni, Nicola; Lu, Lu; Ewald, Collin Y.; Williams, Robert W.; Aebersold, Ruedi
errShare
errSave
Anchor regression: Heterogeneous data meet causality
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2021-01-25
err69
errOAAI
errRothenhausler, Dominik; Meinshausen, Nicolai; Buhlmann, Peter; Peters, Jonas
errShare
errSave
A Look at Robustness and Stability of l1- versus l0-Regularization: Discussion of Papers by Bertsimas et al. and Hastie et al
errSTATISTICAL SCIENCE
IF3.4
err2020-11-01
err7
errOAAI
errChen, Yuansi; Taeb, Armeen; Buehlmann, Peter
errShare
errSave
Toward causality and improving external validity
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2020-10-12
err3
errOAAI
errBuhlmann, Peter
errShare
errSave
Invariance, Causality and Robustness
errSTATISTICAL SCIENCE
IF3.4
err2020-08-01
err74
errOAAI
errBuehlmann, Peter
errShare
errSave
Goodness-of-fit testing in high dimensional generalized linear models
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2020-05-15
err28
errOAAI
errJankova, Jana; Shah, Rajen D.; Buhlmann, Peter; Samworth, Richard J.
errShare
errSave
CAUSAL DANTZIG: FAST INFERENCE IN LINEAR STRUCTURAL EQUATION MODELS WITH HIDDEN VARIABLES UNDER ADDITIVE INTERVENTIONS
errANNALS OF STATISTICS
IF3.7
err2019-06-01
err23
errOAAI
errRothenhausler, Dominik; Buhlmann, Peter; Meinshausen, Nicolai
errShare
errSave
Invariant Causal Prediction for Sequential Data
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2018-12-13
err65
errOAAI
errPfister, Niklas; Buehlmann, Peter; Peters, Jonas
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Ruedi Aebersold
H-index: 198 · Papers: 1.2K
C
Chris Sander
H-index: 191 · Papers: 849
C
Claudiu T. Supuran
H-index: 152 · Papers: 4.2K
M
Mark Stitt
H-index: 150 · Papers: 577
B
Bernhard Schölkopf
H-index: 140 · Papers: 1.5K
View more