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Steffen Rendle

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Private Learning with Public Features

Oct 24, 2023
Walid Krichene, Nicolas Mayoraz, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang

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Answering Compositional Queries with Set-Theoretic Embeddings

Jun 07, 2023
Shib Dasgupta, Andrew McCallum, Steffen Rendle, Li Zhang

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ALX: Large Scale Matrix Factorization on TPUs

Dec 03, 2021
Harsh Mehta, Steffen Rendle, Walid Krichene, Li Zhang

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iALS++: Speeding up Matrix Factorization with Subspace Optimization

Oct 26, 2021
Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren

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Revisiting the Performance of iALS on Item Recommendation Benchmarks

Oct 26, 2021
Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren

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Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates

Jul 20, 2021
Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang

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Item Recommendation from Implicit Feedback

Jan 21, 2021
Steffen Rendle

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Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval

Aug 19, 2020
Tao Wu, Ellie Ka-In Chio, Heng-Tze Cheng, Yu Du, Steffen Rendle, Dima Kuzmin, Ritesh Agarwal, Li Zhang, John Anderson, Sarvjeet Singh, Tushar Chandra, Ed H. Chi, Wen Li, Ankit Kumar, Xiang Ma, Alex Soares, Nitin Jindal, Pei Cao

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Neural Collaborative Filtering vs. Matrix Factorization Revisited

Jun 01, 2020
Steffen Rendle, Walid Krichene, Li Zhang, John Anderson

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