10 citations · 10 across the 21 of their papers we have counts for
6 papers · 1 filter
Sparsifying Suprema of Gaussian Processes
Anindya De, Shivam Nadimpalli, Ryan O'Donnell +1
We give a dimension-independent sparsification result for suprema of centered Gaussian processes: Let be any (possibly infinite) bounded set of vectors in , and l…
Lower Bounds for Convexity Testing
Xi Chen, Anindya De, Shivam Nadimpalli +2
We consider the problem of testing whether an unknown and arbitrary set (given as a black-box membership oracle) is convex, versus -far from…
Relative-error monotonicity testing
Xi Chen, Anindya De, Yizhi Huang +4
The standard model of Boolean function property testing is not well suited for testing functions which have few satisfying assignments, since every such function…
Optimal Non-Adaptive Tolerant Junta Testing via Local Estimators
Shivam Nadimpalli, Shyamal Patel
We give a non-adaptive algorithm that makes queries to a Boolean function and d…
Testing Sumsets is Hard
Xi Chen, Shivam Nadimpalli, Tim Randolph +2
A subset of the Boolean hypercube is a sumset if for some . Sumsets are central objects of study in add…
Detecting Low-Degree Truncation
Anindya De, Huan Li, Shivam Nadimpalli +1
We consider the following basic, and very broad, statistical problem: Given a known high-dimensional distribution over and a collection of data points in…