Aravind Srinivasan Title: Distributions on level-sets with applications to approximation algorithms. Abstract: We consider a family of distributions on fixed-weight vectors of some $t$ bits; these distributions enjoy a natural negative correlation property and also satisfy pre-specified conditions on their marginal distributions. We show the existence of such families, and present a linear-time algorithm to sample from them. We then present applications to approximation algorithms.