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Oral
Mon Mar 02 06:00 AM -- 06:25 AM (PST) @ Ballroom A
A System for Massively Parallel Hyperparameter Tuning
In Distributed and Parallel Learning Algorithms
Liam Li · Kevin Jamieson · Afshin Rostamizadeh · Ekaterina Gonina · Jonathan Ben-tzur · Moritz Hardt · Benjamin Recht · Ameet Talwalkar
Oral
Mon Mar 02 06:25 AM -- 06:50 AM (PST) @ Ballroom A #102
PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud
In Distributed and Parallel Learning Algorithms
Liang Luo · Peter West · Jacob Nelson · Arvind Krishnamurthy · Luis Ceze
Oral
Mon Mar 02 06:50 AM -- 07:15 AM (PST) @ Ballroom A
Federated Optimization in Heterogeneous Networks
In Distributed and Parallel Learning Algorithms
Tian Li · Anit Kumar Sahu · Manzil Zaheer · Maziar Sanjabi · Ameet Talwalkar · Virginia Smith
Oral
Mon Mar 02 07:15 AM -- 07:40 AM (PST) @ Ballroom A
BPPSA: Scaling Back-propagation by Parallel Scan Algorithm
In Distributed and Parallel Learning Algorithms
Shang Wang · Yifan Bai · Gennady Pekhimenko
Oral
Mon Mar 02 07:40 AM -- 08:05 AM (PST) @ Ballroom A
Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems
In Distributed and Parallel Learning Algorithms
Weijie Zhao · Deping Xie · Ronglai Jia · Yulei Qian · Ruiquan Ding · Mingming Sun · Ping Li