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Benjamin Moseley
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Scalable k-means++
B Bahmani, B Moseley, A Vattani, R Kumar, S Vassilvitskii
arXiv preprint arXiv:1203.6402, 2012
10062012
Filtering: a method for solving graph problems in mapreduce
S Lattanzi, B Moseley, S Suri, S Vassilvitskii
Proceedings of the twenty-third annual ACM symposium on Parallelism in …, 2011
3292011
Fast clustering using MapReduce
A Ene, S Im, B Moseley
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
2912011
Fast greedy algorithms in mapreduce and streaming
R Kumar, B Moseley, S Vassilvitskii, A Vattani
ACM Transactions on Parallel Computing (TOPC) 2 (3), 1-22, 2015
2852015
Online scheduling via learned weights
S Lattanzi, T Lavastida, B Moseley, S Vassilvitskii
Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete …, 2020
2212020
Approximation bounds for hierarchical clustering: Average linkage, bisecting k-means, and local search
B Moseley, JR Wang
Journal of Machine Learning Research 24 (1), 1-36, 2023
1502023
On scheduling in map-reduce and flow-shops
B Moseley, A Dasgupta, R Kumar, T Sarlós
Proceedings of the twenty-third annual ACM symposium on Parallelism in …, 2011
1472011
Local search methods for k-means with outliers
S Gupta, R Kumar, K Lu, B Moseley, S Vassilvitskii
Proceedings of the VLDB Endowment 10 (7), 757-768, 2017
1442017
Fast distributed k-center clustering with outliers on massive data
G Malkomes, MJ Kusner, W Chen, KQ Weinberger, B Moseley
Advances in Neural Information Processing Systems 28, 2015
1062015
Learnable and instance-robust predictions for online matching, flows and load balancing
T Lavastida, B Moseley, R Ravi, C Xu
arXiv preprint arXiv:2011.11743, 2020
792020
Efficient massively parallel methods for dynamic programming
S Im, B Moseley, X Sun
Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing …, 2017
682017
Efficient nonmyopic active search
S Jiang, G Malkomes, G Converse, A Shofner, B Moseley, R Garnett
International Conference on Machine Learning, 1714-1723, 2017
642017
Fair hierarchical clustering
S Ahmadian, A Epasto, M Knittel, R Kumar, M Mahdian, B Moseley, ...
Advances in Neural Information Processing Systems 33, 21050-21060, 2020
612020
Scheduling heterogeneous processors isn't as easy as you think
A Gupta, S Im, R Krishnaswamy, B Moseley, K Pruhs
Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete …, 2012
612012
Functional aggregate queries with additive inequalities
MA Khamis, RR Curtin, B Moseley, HQ Ngo, XL Nguyen, D Olteanu, ...
ACM Transactions on Database Systems (TODS) 45 (4), 1-41, 2020
592020
A tutorial on amortized local competitiveness in online scheduling
S Im, B Moseley, K Pruhs
ACM SIGACT News 42 (2), 83-97, 2011
532011
Scheduling parallel DAG jobs online to minimize average flow time
K Agrawal, J Li, K Lu, B Moseley
Proceedings of the Twenty-Seventh Annual ACM-SIAM Symposium on Discrete …, 2016
482016
An Online Scalable Algorithm for Minimizing ℓk-norms of Weighted Flow Time on Unrelated Machines
S Im, B Moseley
Proceedings of the Twenty-Second Annual ACM-SIAM Symposium on Discrete …, 2011
442011
Online scheduling on identical machines using SRPT
K Fox, B Moseley
Proceedings of the Twenty-Second Annual ACM-SIAM Symposium on Discrete …, 2011
422011
Backprop with approximate activations for memory-efficient network training
A Chakrabarti, B Moseley
Advances in Neural Information Processing Systems 32, 2019
412019
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