activity
20172022
most citedLower Bounds for Learning Distributions under Communication Constraints via Fisher Information

13 citations · 29 across the 9 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

math.PR2017

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…

cs.IT2017★ 1 cited

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…