75 citations · 126 across the 8 of their papers we have counts for
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cs.LG2013★ 1 cited
Discriminative Density-ratio Estimation
Yun-Qian Miao, Ahmed K. Farahat, Mohamed S. Kamel
The covariate shift is a challenging problem in supervised learning that results from the discrepancy between the training and test distributions. An effective approach which recen…
cs.LG2013★ 6 cited
Embed and Conquer: Scalable Embeddings for Kernel k-Means on MapReduce
Ahmed Elgohary, Ahmed K. Farahat, Mohamed S. Kamel +1
The kernel -means is an effective method for data clustering which extends the commonly-used -means algorithm to work on a similarity matrix over complex data structures. The…