Wojciech Samek
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×1Crypto×1Society×1
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2026
Democratizing Federated Learning with Blockchain and Multi-Task Peer Prediction
The paper proposes a novel decentralized framework that uses blockchain and Multi-task Peer Prediction to incentivize and manage the computationally intensive process of Federated Learning.
The Case for Model Science: Verify, Explore, Steer, Refine
The paper advocates for the establishment of Model Science, a systematic discipline that moves beyond simple benchmarking to deeply analyze AI models' internal workings and failure modes.
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Papers
cs.AIRecentMay 31, 2026
The Case for Model Science: Verify, Explore, Steer, Refine
Przemyslaw Biecek, Luca Longo, Jianlong Zhou, Thomas Fel +2 more
The paper advocates for the establishment of Model Science, a systematic discipline that moves beyond simple benchmarking to deeply analyze AI models' internal workings and failure modes.
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cs.CRcs.CYRecentMar 30, 2026