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stat.ML2017★ 42 cited
Kernel Approximation Methods for Speech Recognition
Avner May, Alireza Bagheri Garakani, Zhiyun Lu +9
We study large-scale kernel methods for acoustic modeling in speech recognition and compare their performance to deep neural networks (DNNs). We perform experiments on four speech…
stat.ML2014★ 14 cited
Large-Margin Determinantal Point Processes
Boqing Gong, Wei-lun Chao, Kristen Grauman +1
Determinantal point processes (DPPs) offer a powerful approach to modeling diversity in many applications where the goal is to select a diverse subset. We study the problem of lear…