Matthew Farrell

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 7

Top Topics

Invariant Representation

Latent Variables

Top Venues

Electron. J. Comb.

Nat. Mach. Intell.

Publications

Matthew Farrell, Stefano Recanatesi, Timothy Moore, Guillaume Lajoie, Eric Shea-Brown
Author Correction: Gradient-based learning drives robust representations in recurrent neural networks by balancing compression and expansion. Nat. Mac. Intell. 4 (11) (2022)
Matthew Farrell, Blake Bordelon, Shubhendu Trivedi, Cengiz Pehlevan
Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views? ICLR (2022)
Matthew Farrell, Stefano Recanatesi, Timothy Moore, Guillaume Lajoie, Eric Shea-Brown
Gradient-based learning drives robust representations in recurrent neural networks by balancing compression and expansion. Nat. Mach. Intell. 4 (6) (2022)
Matthew Farrell, Stefano Recanatesi, R. Clay Reid, Stefan Mihalas, Eric Shea-Brown
Autoencoder networks extract latent variables and encode these variables in their connectomes. Neural Networks 141 (2021)
Matthew Farrell, Blake Bordelon, Shubhendu Trivedi, Cengiz Pehlevan
Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views? CoRR (2021)
Stefano Recanatesi, Matthew Farrell, Madhu Advani, Timothy Moore, Guillaume Lajoie, Eric Shea-Brown
Dimensionality compression and expansion in Deep Neural Networks. CoRR (2019)
Matthew Farrell, Lionel Levine
Multi-Eulerian Tours of Directed Graphs. Electron. J. Comb. 23 (2) (2016)
Matthew Farrell, Timothy D. Goodrich, Nathan Lemons, Felix Reidl, Fernando Sánchez Villaamil, Blair D. Sullivan
Hyperbolicity, Degeneracy, and Expansion of Random Intersection Graphs. WAW (2015)
Matthew Farrell, Timothy Goodrich, Nathan Lemons, Felix Reidl, Fernando Sánchez Villaamil, Blair D. Sullivan
Hyperbolicity, degeneracy, and expansion of random intersection graphs. CoRR (2014)
Michael A. Terry, Jonathan Marcus, Matthew Farrell, Varun Aggarwal, Una-May O'Reilly
GRACE: Generative Robust Analog Circuit Exploration. EvoWorkshops (2006)