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Scholkopf, Bernhard
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1

Parameterizing pressure - temperature profiles of exoplanet..:

Gebhard, Timothy D ; Angerhausen, Daniel ; Konrad, Björn...
info:eu-repo/semantics/altIdentifier/doi/10.1051/0004-6361/202346390.  , 2024
Link: https://hdl.handle.net/2..
 
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2

Do Language Models Exhibit the Same Cognitive Biases in Pro..:

Opedal, Andreas ; Stolfo, Alessandro ; Shirakami, Haruki...
http://arxiv.org/abs/2401.18070.  , 2024
Link: http://arxiv.org/abs/240..
 
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3

Identifying Policy Gradient Subspaces:

Schneider, Jan ; Schumacher, Pierre ; Guist, Simon...
http://arxiv.org/abs/2401.06604.  , 2024
Link: http://arxiv.org/abs/240..
 
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4

RAVEN: Rethinking Adversarial Video Generation with Efficie..:

Ghosh, Partha ; Sanyal, Soubhik ; Schmid, Cordelia.
http://arxiv.org/abs/2401.06035.  , 2024
Link: http://arxiv.org/abs/240..
 
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5

Beyond Good Intentions: Reporting the Research Landscape of..:

Gonzalez, Fernando ; Jin, Zhijing ; Schölkopf, Bernhard...
http://arxiv.org/abs/2305.05471.  , 2023
Link: http://arxiv.org/abs/230..
 
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6

Benchmarking Offline Reinforcement Learning on Real-Robot H..:

Gürtler, Nico ; Blaes, Sebastian ; Kolev, Pavel...
http://arxiv.org/abs/2307.15690.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

A machine learning route between band mapping and band stru..:

Xian, Rui Patrick ; Stimper, Vincent ; Zacharias, Marios...
info:eu-repo/semantics/altIdentifier/doi/10.1038/s43588-022-00382-2.  , 2023
Link: https://hal.science/hal-..
 
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8

CausalTriplet:

Liu, Yuejiang ; Alahi, Alexandre ; Russell, Chris...
doi:10.5281/zenodo.7813657.  , 2023
Link: https://zenodo.org/recor..
 
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9

Instrumental variable regression via kernel maximum moment ..:

Zhang Rui ; Imaizumi Masaaki ; Schölkopf Bernhard.
https://doi.org/10.1515/jci-2022-0073.  , 2023
Link: https://doi.org/10.1515/..
 
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10

Learning Linear Causal Representations from Interventions u..:

Buchholz, Simon ; Rajendran, Goutham ; Rosenfeld, Elan...
http://arxiv.org/abs/2306.02235.  , 2023
Link: http://arxiv.org/abs/230..
 
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11

Estimation Beyond Data Reweighting: Kernel Method of Moment:

Kremer, Heiner ; Nemmour, Yassine ; Schölkopf, Bernhard.
http://arxiv.org/abs/2305.10898.  , 2023
Link: http://arxiv.org/abs/230..
 
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12

All Roads Lead to Rome? Exploring the Invariance of Transfo..:

Ren, Yuxin ; Guo, Qipeng ; Jin, Zhijing...
http://arxiv.org/abs/2305.14555.  , 2023
Link: http://arxiv.org/abs/230..
 
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13

Towards fully covariant machine learning:

Villar, Soledad ; Hogg, David W ; Yao, Weichi..
http://arxiv.org/abs/2301.13724.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

On Data Manifolds Entailed by Structural Causal Models:

Dominguez-Olmedo, Ricardo ; Karimi, Amir-Hossein ; Arvanitidis, Georgios.
https://orbit.dtu.dk/en/publications/ba72fbee-c733-487e-a16e-497445daca85.  , 2023
Link: https://orbit.dtu.dk/en/..
 
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15

Better together: data harmonization and cross-study analysi..:

Gatidis, Sergios ; Kart, Turkay ; Fischer, Marc...
https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/103413.  , 2023
Link: https://opus.bibliothek...
 
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