Workshop

Decentralization and Machine Learning in Web3: Methodologies, Platforms, and Applications

Jian Lou · Zhiguang Wang · Bo Li · Dawn Song

Physical

Abstract:

This workshop focuses on how future researchers and practitioners should prepare themselves for achieving security and privacy in machine learning through decentralization and blockchain techniques, as well as how to leverage machine learning techniques to automate some processes in current decentralized systems and ownership economies in web3. We attempt to share recent related work from different communities, discuss the foundations of trustworthiness problems in machine learning and potential solutions, toolings, platforms via decentralization, blockchain and web3, and chart out important directions for future work and cross-community collaborations.

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Timezone: America/Los_Angeles »

Schedule

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