2 citations · 3 across the 3 of their papers we have counts for
3 papers
Domain Compression and its Application to Randomness-Optimal Distributed Goodness-of-Fit
Jayadev Acharya, Clément L. Canonne, Yanjun Han +2
We study goodness-of-fit of discrete distributions in the distributed setting, where samples are divided between multiple users who can only release a limited amount of information…
Generalizations of Maximal Inequalities to Arbitrary Selection Rules
Jiantao Jiao, Yanjun Han, Tsachy Weissman
We present a generalization of the maximal inequalities that upper bound the expectation of the maximum of jointly distributed random variables. We control the expectation of a…
Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits
Jiantao Jiao, Yanjun Han, Irena Fischer-Hwang +1
We show through case studies that it is easier to estimate the fundamental limits of data processing than to construct explicit algorithms to achieve those limits. Focusing on bina…