3 citations · 9 across the 5 of their papers we have counts for
5 papers · 1 filter
The planted matching problem: Sharp threshold and infinite-order phase transition
Jian Ding, Yihong Wu, Jiaming Xu +1
We study the problem of reconstructing a perfect matching hidden in a randomly weighted bipartite graph. The edge set includes every node pair in and each o…
Rapid mixing of a Markov chain for an exponentially weighted aggregation estimator
David Pollard, Dana Yang
The Metropolis-Hastings method is often used to construct a Markov chain with a given as its stationary distribution. The method works even if is known only up to an intrac…
Fair quantile regression
Dana Yang, John Lafferty, David Pollard
Quantile regression is a tool for learning conditional distributions. In this paper we study quantile regression in the setting where a protected attribute is unavailable when fitt…
The cost-free nature of optimally tuning Tikhonov regularizers and other ordered smoothers
Pierre C Bellec, Dana Yang
We consider the problem of selecting the best estimator among a family of Tikhonov regularized estimators, or, alternatively, to select a linear combination of these regularizers t…
Estimation of convex supports from noisy measurements
Victor-Emmanuel Brunel, Jason M. Klusowski, Dana Yang
A popular class of problem in statistics deals with estimating the support of a density from observations drawn at random from a -dimensional distribution. The one-dimension…