94 citations · 177 across the 3 of their papers we have counts for
3 papers
cs.LG2016★ 80 cited
Gradients of Counterfactuals
Mukund Sundararajan, Ankur Taly, Qiqi Yan
Gradients have been used to quantify feature importance in machine learning models. Unfortunately, in nonlinear deep networks, not only individual neurons but also the whole networ…
cs.GT2010★ 94 cited
Mechanism Design via Correlation Gap
Qiqi Yan
For revenue and welfare maximization in single-dimensional Bayesian settings, Chawla et al. (STOC10) recently showed that sequential posted-price mechanisms (SPMs), though simple i…
cs.GT2010★ 3 cited
Robust Mechanisms for Risk-Averse Sellers
Mukund Sundararajan, Qiqi Yan
The existing literature on optimal auctions focuses on optimizing the expected revenue of the seller, and is appropriate for risk-neutral sellers. In this paper, we identify good m…