34 citations · 67 across the 3 of their papers we have counts for
3 papers
physics.data-an2023★ 10 cited
Singular Vectors of Sums of Rectangular Random Matrices and Optimal Estimators of High-Rank Signals: The Extensive Spike Model
Itamar D. Landau, Gabriel C. Mel, Surya Ganguli
Across many disciplines from neuroscience and genomics to machine learning, atmospheric science and finance, the problems of denoising large data matrices to recover signals obscur…
q-bio.NC2021★ 23 cited
Macroscopic Fluctuations Emerge in Balanced Networks with Incomplete Recurrent Alignment
Itamar Daniel Landau, Haim Sompolinsky
Networks of strongly-coupled neurons with random connectivity exhibit chaotic, asynchronous fluctuations. In previous work, we showed that when endowed with an additional low-rank…
math.CO2007★ 34 cited
The Rotor-Router Model on Regular Trees
Itamar Landau, Lionel Levine
The rotor-router model is a deterministic analogue of random walk. It can be used to define a deterministic growth model analogous to internal DLA. We show that the set of occupied…