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van Breugel, Boris
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1

Can You Rely on Your Model Evaluation? Improving Model Eval..:

van Breugel, Boris ; Seedat, Nabeel ; Imrie, Fergus.
http://arxiv.org/abs/2310.16524.  , 2023
Link: http://arxiv.org/abs/231..
 
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2

Beyond Privacy: Navigating the Opportunities and Challenges..:

van Breugel, Boris ; van der Schaar, Mihaela
http://arxiv.org/abs/2304.03722.  , 2023
Link: http://arxiv.org/abs/230..
 
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3

Membership Inference Attacks against Synthetic Data through..:

van Breugel, Boris ; Sun, Hao ; Qian, Zhaozhi.
http://arxiv.org/abs/2302.12580.  , 2023
Link: http://arxiv.org/abs/230..
 
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4

Curated LLM: Synergy of LLMs and Data Curation for tabular ..:

Seedat, Nabeel ; Huynh, Nicolas ; van Breugel, Boris.
http://arxiv.org/abs/2312.12112.  , 2023
Link: http://arxiv.org/abs/231..
 
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5

Synthetic data, real errors: how (not) to publish and use s..:

van Breugel, Boris ; Qian, Zhaozhi ; van der Schaar, Mihaela
http://arxiv.org/abs/2305.09235.  , 2023
Link: http://arxiv.org/abs/230..
 
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6

RadEdit: stress-testing biomedical vision models via diffus..:

Pérez-García, Fernando ; Bond-Taylor, Sam ; Sanchez, Pedro P...
http://arxiv.org/abs/2312.12865.  , 2023
Link: http://arxiv.org/abs/231..
 
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7

Soft Mixture Denoising: Beyond the Expressive Bottleneck of..:

Li, Yangming ; van Breugel, Boris ; van der Schaar, Mihaela
http://arxiv.org/abs/2309.14068.  , 2023
Link: http://arxiv.org/abs/230..
 
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8

The Spherical Grasshopper Problem:

van Breugel, Boris
http://arxiv.org/abs/2307.05359.  , 2023
Link: http://arxiv.org/abs/230..
 
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9

What is Flagged in Uncertainty Quantification? Latent Densi..:

Sun, Hao ; van Breugel, Boris ; Crabbe, Jonathan..
http://arxiv.org/abs/2207.05161.  , 2022
Link: http://arxiv.org/abs/220..
 
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10

Practical Approaches for Fair Learning with Multitype and M..:

Liu, Tennison ; Chan, Alex J ; van Breugel, Boris.
http://arxiv.org/abs/2211.06138.  , 2022
Link: http://arxiv.org/abs/221..
 
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11

DECAF: Generating Fair Synthetic Data Using Causally-Aware ..:

van Breugel, Boris ; Kyono, Trent ; Berrevoets, Jeroen.
http://arxiv.org/abs/2110.12884.  , 2021
Link: http://arxiv.org/abs/211..
 
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12

How Faithful is your Synthetic Data? Sample-level Metrics f..:

Alaa, Ahmed M ; van Breugel, Boris ; Saveliev, Evgeny.
http://arxiv.org/abs/2102.08921.  , 2021
Link: http://arxiv.org/abs/210..
 
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13

Stereotype and Skew: Quantifying Gender Bias in Pre-trained..:

Manela, Daniel de Vassimon ; Errington, David ; Fisher, Thomas..
http://arxiv.org/abs/2101.09688.  , 2021
Link: http://arxiv.org/abs/210..
 
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