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J

Jonas Peters

ETH Zurich

38H指数
140论文数
8.0K被引数
收录论文 22
发表时间
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RESIdual STability (RESIST) Calibration for Improved Hydrological Model Time Generalizability残差稳定性(RESIST)校准以提高水文模型时间泛化能力
errWater Resources Research
IF5
err2026-02-11
err0
errOAAI
errPaul C. Astagneau; Jonas Peters; Sandra Pool; Eduardo Muñoz-Castro; Manuela I. Brunner
err分享
err收藏
Causal chambers as a real-world physical testbed for AI methodology因果室作为人工智能方法的现实世界物理测试平台
errNATURE MACHINE INTELLIGENCE
IF23.9
err2025-01-15
err2
errOAAI
errGamella, Juan L.; Peters, Jonas; Buhlmann, Peter
err分享
err收藏
Model-Based Causal Feature Selection for General Response Types基于模型的一般响应类型因果特征选择
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-10-28
err1
errOAAI
errKook, Lucas; Saengkyongam, Sorawit; Lundborg, Anton Rask; Hothorn, Torsten; Peters, Jonas
err分享
err收藏
Statistical testing under distributional shifts
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2023-04-21
err3
errOAAI
errThams, Nikolaj; Saengkyongam, Sorawit; Pfister, Niklas; Peters, Jonas
err分享
err收藏
Conditional independence testing in Hilbert spaces with applications to functional data analysis希尔伯特空间中的条件独立性测试及其在函数数据分析中的应用
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2022-11-02
err7
errOAAI
errLundborg, Anton Rask; Shah, Rajen D.; Peters, Jonas
err分享
err收藏
Toward Causal Inference for Spatio-Temporal Data: Conflict and Forest Loss in Colombia
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2022-01-31
err15
errOAAI
errChristiansen, Rune; Baumann, Matthias; Kuemmerle, Tobias; Mahecha, Miguel D.; Peters, Jonas
err分享
err收藏
Distributional robustness of K-class estimators and the PULSE
errECONOMETRICS JOURNAL
IF7
err2021-10-02
err11
errOAAI
errJakobsen, Martin Emil; Peters, Jonas
err分享
err收藏
FOUNDATIONS OF STRUCTURAL CAUSAL MODELS WITH CYCLES AND LATENT VARIABLES
errANNALS OF STATISTICS
IF3.7
err2021-10-01
err79
errOAAI
errBongers, Stephan; Forre, Patrick; Peters, Jonas; Mooij, Joris M.
err分享
err收藏
CAUSAL DISCOVERY IN HEAVY-TAILED MODELS重尾模型中的因果发现
errANNALS OF STATISTICS
IF3.7
err2021-06-01
err25
errOAAI
errGnecco, Nicola; Meinshausen, Nicolai; Peters, Jonas; Engelke, Sebastian
err分享
err收藏
Causality in Cognitive Neuroscience: Concepts, Challenges, and Distributional Robustness认知神经科学中的因果关系: 概念、挑战和分布稳健性
errJOURNAL OF COGNITIVE NEUROSCIENCE
IF3
err2021-02-01
err29
errOAAI
errWeichwald, Sebastian; Peters, Jonas
err分享
err收藏
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
err分享
err收藏
THE HARDNESS OF CONDITIONAL INDEPENDENCE TESTING AND THE GENERALISED COVARIANCE MEASURE
errANNALS OF STATISTICS
IF3.7
err2020-06-01
err152
errOAAI
errShah, Rajen D.; Peters, Jonas
err分享
err收藏
Earth system data cubes unravel global multivariate dynamics
errEARTH SYSTEM DYNAMICS
IF7.2
err2020-02-25
err51
errOAAI
errMahecha, Miguel D.; Gans, Fabian; Brandt, Gunnar; Christiansen, Rune; Cornell, Sarah E.; Fomferra, Normann; Kraemer, Guido; Peters, Jonas; Bodesheim, Paul; Camps-Valls, Gustau; Donges, Jonathan F.; Dorigo, Wouter; Estupinan-Suarez, Lina M.; Gutierrez-Velez, Victor H.; Gutwin, Martin; Jung, Martin; Londono, Maria C.; Miralles, Diego G.; Papastefanou, Phillip; Reichstein, Markus
err分享
err收藏
Learning stable and predictive structures in kinetic systems
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2019-11-27
err23
errOAAI
errPfister, Niklas; Bauer, Stefan; Peters, Jonas
err分享
err收藏
Inferring causation from time series in Earth system sciences从地球系统科学中的时间序列推断因果关系
errNATURE COMMUNICATIONS
IF15.7
err2019-06-14
err508
errOAAI
errRunge, Jakob; Bathiany, Sebastian; Bollt, Erik; Camps-Valls, Gustau; Coumou, Dim; Deyle, Ethan; Glymour, Clark; Kretschmer, Marlene; Mahecha, Miguel D.; Munoz-Mari, Jordi; van Nes, Egbert H.; Peters, Jonas; Quax, Rick; Reichstein, Markus; Scheffer, Marten; Schoelkopf, Bernhard; Spirtes, Peter; Sugihara, George; Sun, Jie; Zhang, Kun; Zscheischler, Jakob
err分享
err收藏
Invariant Causal Prediction for Sequential Data
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2018-12-13
err65
errOAAI
errPfister, Niklas; Buehlmann, Peter; Peters, Jonas
err分享
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Kernel-based tests for joint independence基于内核的联合独立性测试
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2017-05-21
err113
errOAAI
errPfister, Niklas; Buhlmann, Peter; Schoelkopf, Bernhard; Peters, Jonas
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Causal inference by using invariant prediction: identification and confidence intervals使用不变预测进行因果推断: 识别和置信区间
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2016-10-11
err481
errOAAI
errPeters, Jonas; Buhlmann, Peter; Meinshausen, Nicolai
err分享
err收藏
Methods for causal inference from gene perturbation experiments and validation基于基因扰动实验和验证的因果推断方法
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2016-07-05
err96
errOAAI
errMeinshausen, Nicolai; Hauser, Alain; Mooij, Joris M.; Peters, Jonas; Versteeg, Philip; Buhlmann, Peter
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err收藏
Modeling confounding by half-sibling regression
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2016-07-05
err33
errOAAI
errSchoelkopf, Bernhard; Hogg, David W.; Wang, Dun; Foreman-Mackey, Daniel; Janzing, Dominik; Simon-Gabriel, Carl-Johann; Peters, Jonas
err分享
err收藏

研究方向

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合作学者
合作期刊
B
Bernhard Schölkopf
H 指数: 140 · 论文数: 1.5K
M
Markus Reichstein
H 指数: 133 · 论文数: 986
M
Marten Scheffer
H 指数: 132 · 论文数: 499
T
Tobias Kuemmerle
H 指数: 90 · 论文数: 367
G
Gustau Camps‐Valls
H 指数: 89 · 论文数: 724
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