2 papers
cs.LG2021
Model Explanations via the Axiomatic Causal Lens
Gagan Biradar, Vignesh Viswanathan, Yair Zick
Explaining the decisions of black-box models is a central theme in the study of trustworthy ML. Numerous measures have been proposed in the literature; however, none of them take a…
cs.GT2020
The Price is (Probably) Right: Learning Market Equilibria from Samples
Vignesh Viswanathan, Omer Lev, Neel Patel +1
Equilibrium computation in markets usually considers settings where player valuation functions are known. We consider the setting where player valuations are unknown; using a PAC l…