633 citations · 1.5k across the 68 of their papers we have counts for
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cs.LG2019★ 11 cited
Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreasing Paths to Infinity
Shiyu Liang, Ruoyu Sun, R. Srikant
Traditional landscape analysis of deep neural networks aims to show that no sub-optimal local minima exist in some appropriate sense. From this, one may be tempted to conclude that…
cs.GT2019★ 4 cited
Optimal Search Segmentation Mechanisms for Online Platform Markets
Zhenzhe Zheng, R. Srikant
Online platforms, such as Airbnb, hotels.com, Amazon, Uber and Lyft, can control and optimize many aspects of product search to improve the efficiency of marketplaces. Here we focu…