62 citations · 266 across the 19 of their papers we have counts for
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cs.CL2015★ 11 cited
Freshman or Fresher? Quantifying the Geographic Variation of Internet Language
Vivek Kulkarni, Bryan Perozzi, Steven Skiena
We present a new computational technique to detect and analyze statistically significant geographic variation in language. Our meta-analysis approach captures statistical propertie…
cs.LG2015★ 26 cited
To Drop or Not to Drop: Robustness, Consistency and Differential Privacy Properties of Dropout
Prateek Jain, Vivek Kulkarni, Abhradeep Thakurta +1
Training deep belief networks (DBNs) requires optimizing a non-convex function with an extremely large number of parameters. Naturally, existing gradient descent (GD) based methods…