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Oral
Wed Jul 21 10:00 AM -- 10:20 AM (KST)
The Power of Adaptivity for Stochastic Submodular Cover
In Optimization (Stochastic)
Rohan Ghuge · Anupam Gupta · viswanath nagarajan
[ Paper ]
Spotlight
Wed Jul 21 10:20 AM -- 10:25 AM (KST)
The Heavy-Tail Phenomenon in SGD
In Optimization (Stochastic)
Mert Gurbuzbalaban · Umut Simsekli · Lingjiong Zhu
[ Paper ]
Spotlight
Wed Jul 21 10:25 AM -- 10:30 AM (KST)
Federated Composite Optimization
In Optimization (Stochastic)
Honglin Yuan · Manzil Zaheer · Sashank Jakkam Reddi
[ Paper ]
Spotlight
Wed Jul 21 10:30 AM -- 10:35 AM (KST)
On Estimation in Latent Variable Models
In Optimization (Stochastic)
Guanhua Fang · Ping Li
[ Paper ]
Spotlight
Wed Jul 21 10:35 AM -- 10:40 AM (KST)
Asynchronous Distributed Learning : Adapting to Gradient Delays without Prior Knowledge
In Optimization (Stochastic)
Rotem Zamir Aviv · Ido Hakimi · Assaf Schuster · Kfir Levy
[ Paper ]
Spotlight
Wed Jul 21 10:40 AM -- 10:45 AM (KST)
Randomized Algorithms for Submodular Function Maximization with a $k$-System Constraint
In Optimization (Stochastic)
Shuang Cui · Kai Han · Tianshuai Zhu · Jing Tang · Benwei Wu · He Huang
[ Paper ]
Spotlight
Wed Jul 21 10:45 AM -- 10:50 AM (KST)
BASGD: Buffered Asynchronous SGD for Byzantine Learning
In Optimization (Stochastic)
Yi-Rui Yang · Wu-Jun Li
[ Paper ]
Q&A
Wed Jul 21 10:50 AM -- 10:55 AM (KST)
Q&A
In Optimization (Stochastic)