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Detection, Estimation, and Reconstruction in Networks: Coherence-free Entrywise Estimation of Eigenvectors in Low-rank Signal-plus-noise Matrix Models
Presenter
- Keith Levin
April 25, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: The reasonable effectiveness of continuous time branching processes in understanding evolving network models
Presenter
- Shankar Bhamidi
April 25, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Causal effect estimation under inference using mean field methods
Presenter
- Subhabrata Sen
April 24, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Exchangeability and vertex arrival times
Presenter
- Peter Orbanz
April 24, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Barriers to online algorithms for optimization from the overlap gap property. Three case studies
Presenter
- David Gamarnik
April 24, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Algorithms to go back in time: network archaeology in random graphs
Presenter
- Simon Briend
April 23, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: A Proof of The Changepoint Detection Threshold Conjecture in Preferential Attachment Models
Presenter
- Jiaming Xu
April 23, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Attributed Stochastic Block Models as Benchmark Datasets for Theoretical Analysis of Graph Neural Networks
Presenter
- Lenka Zdeborova
April 22, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Sharp Phase Transitions in Estimation with Low-Degree Polynomials
Presenter
- Alex Wein
April 22, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Exact Label Recovery in Euclidean Random Graphs
Presenter
- Julia Gaudio
April 22, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Detection and Estimation in Multi-Index models
Presenter
- Florent Krzakala
April 21, 2025
SLMath
Detection, Estimation, and Reconstruction in Networks: Testing between planted distributions and connections to recovery
Presenter
- Fiona Skerman
April 21, 2025
SLMath