16 citations · 25 across the 14 of their papers we have counts for
5 papers · 1 filter
Total Variation Distance Meets Probabilistic Inference
Arnab Bhattacharyya, Sutanu Gayen, Kuldeep S. Meel +3
In this paper, we establish a novel connection between total variation (TV) distance estimation and probabilistic inference. In particular, we present an efficient, structure-prese…
Neighborhood Variants of the KKM Lemma, Lebesgue Covering Theorem, and Sperner's Lemma on the Cube
Jason Vander Woude, Peter Dixon, A. Pavan +2
We establish a "neighborhood" variant of the cubical KKM lemma and the Lebesgue covering theorem and deduce a discretized version which is a "neighborhood" variant of Sperner's lem…
Geometry of Rounding: Near Optimal Bounds and a New Neighborhood Sperner's Lemma
Jason Vander Woude, Peter Dixon, A. Pavan +2
A partition of is called a -secluded partition if, for every , the ball $\overline{B}_{\infty}(\varepsilon,…
List and Certificate Complexities in Replicable Learning
Peter Dixon, A. Pavan, Jason Vander Woude +1
We investigate replicable learning algorithms. Ideally, we would like to design algorithms that output the same canonical model over multiple runs, even when different runs observe…
Constraint Optimization over Semirings
A. Pavan, Kuldeep S. Meel, N. V. Vinodchandran +1
Interpretations of logical formulas over semirings have applications in various areas of computer science including logic, AI, databases, and security. Such interpretations provide…