Nicolai Meinshausen - Publications, H-index & Citations

Nicolai Meinshausen

ETH Zurich

37H指数

179论文数

1.6W被引数

收录论文 28

发表时间

Engression: extrapolation through the lens of distributional regression

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2024-11-26

OAAI

Shen, Xinwei; Meinshausen, Nicolai

Machine learning for exoplanet detection in high-contrast spectroscopy

ASTRONOMY & ASTROPHYSICS

IF5.8

2024-09-06

OAAI

Garvin, Emily O.; Bonse, Markus J.; Hayoz, Jean; Cugno, Gabriele; Spiller, Jonas; Patapis, Polychronis A.; de la Roche, Dominique Petit Dit; Nath-Ranga, Rakesh; Absil, Olivier; Meinshausen, Nicolai F.; Quanz, Sascha P.

fairadapt: Causal Reasoning for Fair Data Preprocessing

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2024-01-01

OAAI

Plecko, Drago; Bennett, Nicolas; Meinshausen, Nicolai

Predicting sepsis using deep learning across international sites: a and validation 跨国际站点使用深度学习预测脓毒症: a和验证

ECLINICALMEDICINE

IF10

2023-08-01

OAAI

Moor, Michael; Bennett, Nicolas; Plecko, Drago; Horn, Max; Rieck, Bastian; Meinshausen, Nicolai; Buhlmann, Peter; Borgwardt, Karsten

ricu: R's interface to intensive care data

GIGASCIENCE

IF3.9

2023-06-15

OAAI

Bennett, Nicolas; Plecko, Drago; Ukor, Ida-Fong; Meinshausen, Nicolai; Buhlmann, Peter

Robust detection of forced warming in the presence of potentially large climate variability 在存在潜在的大气候变化的情况下对强制变暖的鲁棒检测

SCIENCE ADVANCES

IF12.5

2021-10-22

OAAI

Sippel, Sebastian; Meinshausen, Nicolai; Szekely, Eniko; Fischer, Erich; Pendergrass, Angeline G.; Lehner, Flavio; Knutti, Reto

Latent Linear Adjustment Autoencoder v1.0: a novel method for estimating and emulating dynamic precipitation at high resolution

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2021-08-12

OAAI

Heinze-Deml, Christina; Sippel, Sebastian; Pendergrass, Angeline G.; Lehner, Flavio; Meinshausen, Nicolai

CAUSAL DISCOVERY IN HEAVY-TAILED MODELS 重尾模型中的因果发现

ANNALS OF STATISTICS

IF3.7

2021-06-01

OAAI

Gnecco, Nicola; Meinshausen, Nicolai; Peters, Jonas; Engelke, Sebastian

Anchor regression: Heterogeneous data meet causality

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2021-01-25

OAAI

Rothenhausler, Dominik; Meinshausen, Nicolai; Buhlmann, Peter; Peters, Jonas

Conditional variance penalties and domain shift robustness 条件方差惩罚和域移位鲁棒性

MACHINE LEARNING

IF2.9

2020-11-23

OAAI

Heinze-Deml, Christina; Meinshausen, Nicolai

Late 1980s abrupt cold season temperature change in Europe consistent with circulation variability and long-term warming 欧洲晚20世纪80年代冷季温度变化与环流变化和长期变暖一致

ENVIRONMENTAL RESEARCH LETTERS

IF5.6

2020-08-25

OAAI

Sippel, Sebastian; Fischer, Erich M.; Scherrer, Simon C.; Meinshausen, Nicolai; Knutti, Reto

The shared socio-economic pathway (SSP) greenhouse gas concentrations and their extensions to 2500 共享社会经济途径 (SSP) 温室气体浓度及其对2500的扩展

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2020-08-13

861

OAAI

Meinshausen, Malte; Nicholls, Zebedee R. J.; Lewis, Jared; Gidden, Matthew J.; Vogel, Elisabeth; Freund, Mandy; Beyerle, Urs; Gessner, Claudia; Nauels, Alexander; Bauer, Nico; Canadell, Josep G.; Daniel, John S.; John, Andrew; Krummel, Paul B.; Luderer, Gunnar; Meinshausen, Nicolai; Montzka, Stephen A.; Rayner, Peter J.; Reimann, Stefan; Smith, Steven J.; van den Berg, Marten; Velders, Guus J. M.; Vollmer, Martin K.; Wang, Ray H. J.

Right singular vector projection graphs: fast high dimensional covariance matrix estimation under latent confounding

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2020-01-31

OAAI

Shah, Rajen D.; Frot, Benjamin; Thanei, Gian-Andrea; Meinshausen, Nicolai

Climate change now detectable from any single day of weather at global scale 气候变化现在可以从全球范围内的任何一天的天气中检测到

NATURE CLIMATE CHANGE

IF27.1

2020-01-02

163

PREAI

Sippel, Sebastian; Meinshausen, Nicolai; Fischer, Erich M.; Szekely, Eniko; Knutti, Reto

Uncovering the Forced Climate Response from a Single Ensemble Member Using Statistical Learning

JOURNAL OF CLIMATE

IF4

2019-09-01

OAAI

Sippel, Sebastian; Meinshausen, Nicolai; Merrifield, Anna; Lehner, Flavio; Pendergrass, Angeline G.; Fischer, Erich; Knutti, Reto

CAUSAL DANTZIG: FAST INFERENCE IN LINEAR STRUCTURAL EQUATION MODELS WITH HIDDEN VARIABLES UNDER ADDITIVE INTERVENTIONS

ANNALS OF STATISTICS

IF3.7

2019-06-01

OAAI

Rothenhausler, Dominik; Buhlmann, Peter; Meinshausen, Nicolai

The effects of climate extremes on global agricultural yields 极端气候对全球农业产量的影响

ENVIRONMENTAL RESEARCH LETTERS

IF5.6

2019-05-03

473

OAAI

Vogel, Elisabeth; Donat, Markus G.; Alexander, Lisa, V; Meinshausen, Malte; Ray, Deepak K.; Karoly, David; Meinshausen, Nicolai; Frieler, Katja

Causal Structure Learning 因果结构学习

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION

IF0

2018-03-07

109

OAAI

Heinze-Deml, Christina; Maathuis, Marloes H.; Meinshausen, Nicolai

Historical greenhouse gas concentrations for climate modelling (CMIP6)气候模拟的历史温室气体浓度 (CMIP6)

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2017-05-31

433

OAAI

Meinshausen, Malte; Vogel, Elisabeth; Nauels, Alexander; Lorbacher, Katja; Meinshausen, Nicolai; Etheridge, David M.; Fraser, Paul J.; Montzka, Stephen A.; Rayner, Peter J.; Trudinger, Cathy M.; Krummel, Paul B.; Beyerle, Urs; Canadell, Josep G.; Daniel, John S.; Enting, Ian G.; Law, Rachel M.; Lunder, Chris R.; O'Doherty, Simon; Prinn, Ron G.; Reimann, Stefan; Rubino, Mauro; Velders, Guus J. M.; Vollmer, Martin K.; Wang, Ray H. J.; Weiss, Ray

A multi-marker association method for genome-wide association studies without the need for population structure correction

NATURE COMMUNICATIONS

IF15.7

2016-11-10

OAAI

Klasen, Jonas R.; Barbez, Elke; Meier, Lukas; Meinshausen, Nicolai; Buehlmann, Peter; Koornneef, Maarten; Busch, Wolfgang; Schneeberger, Korbinian

研究方向