Farrell, Matthew

3 publications

ICLR 2022 Capacity of Group-Invariant Linear Readouts from Equivariant Representations: How Many Objects Can Be Linearly Classified Under All Possible Views? Matthew Farrell, Blake Bordelon, Shubhendu Trivedi, Cengiz Pehlevan

NeurIPSW 2022 Capacity of Group-Invariant Linear Readouts from Equivariant Representations: How Many Objects Can Be Linearly Classified Under All Possible Views? Matthew Farrell, Blake Bordelon, Shubhendu Trivedi, Cengiz Pehlevan

NeurIPSW 2019 Recurrent Neural Networks Learn Robust Representations by Dynamically Balancing Compression and Expansion Matthew Farrell, Stefano Recanatesi, Guillaume Lajoie, Eric Shea-Brown