121 citations · 148 across the 16 of their papers we have counts for
Showing 2018 · cs.LGShow all
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cs.LG2018
Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification
Qi Lei, Lingfei Wu, Pin-Yu Chen +3
Adversarial examples are carefully constructed modifications to an input that completely change the output of a classifier but are imperceptible to humans. Despite these successful…
cs.LG2018
Random Warping Series: A Random Features Method for Time-Series Embedding
Lingfei Wu, Ian En-Hsu Yen, Jinfeng Yi +3
Time series data analytics has been a problem of substantial interests for decades, and Dynamic Time Warping (DTW) has been the most widely adopted technique to measure dissimilari…
cs.LG2018
An Implementation of Back-Propagation Learning on GF11, a Large SIMD Parallel Computer
Michael Witbrock, Marco Zagha
Current connectionist simulations require huge computational resources. We describe a neural network simulator for the IBM GF11, an experimental SIMD machine with 566 processors an…