1 citations · 1 across the 2 of their papers we have counts for
3 papers · 1 filter
Learning-Based Algorithms for Graph Searching Problems
Adela Frances DePavia, Erasmo Tani, Ali Vakilian
We consider the problem of graph searching with prediction recently introduced by Banerjee et al. (2022). In this problem, an agent, starting at some vertex has to traverse a (…
Hypergraph Diffusions and Resolvents for Norm-Based Hypergraph Laplacians
Konstantinos Ameranis, Antares Chen, Adela DePavia +2
The development of simple and fast hypergraph spectral methods has been hindered by the lack of numerical algorithms for simulating heat diffusions and computing fundamental object…
Error-Tolerant Exact Query Learning of Finite Set Partitions with Same-Cluster Oracle
Adela Frances DePavia, Olga Medrano Martín del Campo, Erasmo Tani
This paper initiates the study of active learning for exact recovery of partitions exclusively through access to a same-cluster oracle in the presence of bounded adversarial error.…