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Bio
Heiko Ludwig is a Principal Research Staff Member and Senior Manager with IBM’s Almaden Research Center in San Jose, CA. Leading the AI Platforms research group, Heiko is currently working on topics related to distributed systems and AI. This includes federated machine learning and inference along, privacy and security, data acquisition and the relationship between data and model performance. The results of this work contribute to various IBM lines of business.
Research Interests
Papers共 185 篇Author StatisticsCo-AuthorSimilar Experts
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Mayank Mishra, Matt Stallone,Gaoyuan Zhang,Yikang Shen, Aditya Prasad, Adriana Meza Soria,Michele Merler, Parameswaran Selvam, Saptha Surendran, Shivdeep Singh, Manish Sethi,Xuan-Hong Dang,
CoRR (2024)
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ICLR 2023 (2023)
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Swanand Ravindra Kadhe,Heiko Ludwig,Nathalie Baracaldo, Alan King,Yi Zhou,Keith Houck,Ambrish Rawat,Mark Purcell,Naoise Holohan, Mikio Takeuchi,Ryo Kawahara,Nir Drucker,
CoRR (2023)
Federated Learningpp.1-23, (2022)
Federated Learningpp.177-191, (2022)
Springer eBookspp.455-466, (2022)
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