Adela DePavia

According to our database, Adela DePavia authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Faster Adaptive Optimization via Expected Gradient Outer Product Reparameterization.

Adela DePavia, Vasileios Charisopoulos, Rebecca Willett

CoRR, February, 2025

Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph Partitioning.

Ashka Shah, Adela Frances DePavia, Nathaniel C. Hudson, Ian T. Foster, Rick Stevens

Trans. Mach. Learn. Res., 2025

2024

Optimal Algorithms for Learning Partitions with Faulty Oracles.

Adela Frances DePavia, Olga Medrano Martín del Campo, Erasmo Tani

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning.

Konstantinos Ameranis, Adela Frances DePavia, Lorenzo Orecchia, Erasmo Tani

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning-Based Algorithms for Graph Searching Problems.

Adela Frances DePavia, Erasmo Tani, Ali Vakilian

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Hypergraph Diffusions and Resolvents for Norm-Based Hypergraph Laplacians.

Konstantinos Ameranis, Antares Chen, Adela Frances DePavia, Lorenzo Orecchia, Erasmo Tani

CoRR, 2023

Error-Tolerant Exact Query Learning of Finite Set Partitions with Same-Cluster Oracle.

Adela Frances DePavia, Olga Medrano Martín del Campo, Erasmo Tani

CoRR, 2023

2020

Spectral Clustering Revisited: Information Hidden in the Fiedler Vector.

Adela DePavia, Stefan Steinerberger

CoRR, 2020