64 citations · 121 across the 10 of their papers we have counts for
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cs.CV2020
GenderRobustness: Robustness of Gender Detection in Facial Recognition Systems with variation in Image Properties
Sharadha Srinivasan, Madan Musuvathi
In recent times, there have been increasing accusations on artificial intelligence systems and algorithms of computer vision of possessing implicit biases. Even though these conver…
cs.DC2020★ 64 cited
Synthesizing Optimal Collective Algorithms
Zixian Cai, Zhengyang Liu, Saeed Maleki +4
Collective communication algorithms are an important component of distributed computation. Indeed, in the case of deep-learning, collective communication is the Amdahl's bottleneck…
cs.DC2020★ 1 cited
Scaling Distributed Training with Adaptive Summation
Saeed Maleki, Madan Musuvathi, Todd Mytkowicz +5
Stochastic gradient descent (SGD) is an inherently sequential training algorithm--computing the gradient at batch depends on the model parameters learned from batch . Prio…