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Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search.

, , , , , , , , , , , and . NeurIPS (Competition and Demos), volume 176 of Proceedings of Machine Learning Research, page 177-189. PMLR, (2021)

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Online and Stochastic Survivable Network Design., , and . SIAM J. Comput., 41 (6): 1649-1672 (2012)Inapproximability of the multi-level uncapacitated facility location problem., and . SODA, page 718-734. SIAM, (2012)Minimum Makespan Scheduling with Low Rank Processing Times., , , and . SODA, page 937-947. SIAM, (2013)Robust Correlation Clustering., , and . APPROX-RANDOM, volume 145 of LIPIcs, page 33:1-33:18. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2019)Online Unrelated-Machine Load Balancing and Generalized Flow with Recourse., , and . STOC, page 775-788. ACM, (2023)Network-wide deployment of intrusion detection and prevention systems., , , and . CoNEXT, page 18. ACM, (2010)Constant approximation for k-median and k-means with outliers via iterative rounding., , and . STOC, page 646-659. ACM, (2018)Approximation Algorithms for Correlated Knapsacks and Non-martingale Bandits., , , and . FOCS, page 827-836. IEEE Computer Society, (2011)Spectral Embedding of k-Cliques, Graph Partitioning and k-Means., , , and . ITCS, page 301-310. ACM, (2016)FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search., , , and . CoRR, (2021)