Stefan Horoi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Biologically Inspired

Canonical Correlation Analysis

Top Venues

Canadian Conference on AI

Publications

Stefan Horoi, Albert Manuel Orozco Camacho, Eugene Belilovsky, Guy Wolf
Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis. CoRR (2024)
MohammadReza Davari, Stefan Horoi, Amine Natik, Guillaume Lajoie, Guy Wolf, Eugene Belilovsky
Reliability of CKA as a Similarity Measure in Deep Learning. ICLR (2023)
MohammadReza Davari, Stefan Horoi, Amine Natik, Guillaume Lajoie, Guy Wolf, Eugene Belilovsky
Reliability of CKA as a Similarity Measure in Deep Learning. CoRR (2022)
Stefan Horoi, Jessie Huang, Bastian Rieck, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy
Exploring the Geometry and Topology of Neural Network Loss Landscapes. IDA (2022)
Stefan Horoi, Jessie Huang, Guy Wolf, Smita Krishnaswamy
Visualizing High-Dimensional Trajectories on the Loss-Landscape of ANNs. CoRR (2021)
Stefan Horoi, Guillaume Lajoie, Guy Wolf
Internal representation dynamics and geometry in recurrent neural networks. CoRR (2020)
Stefan Horoi, Victor Geadah, Guy Wolf, Guillaume Lajoie
Low-Dimensional Dynamics of Encoding and Learning in Recurrent Neural Networks. Canadian Conference on AI (2020)
Victor Geadah, Giancarlo Kerg, Stefan Horoi, Guy Wolf, Guillaume Lajoie
Advantages of biologically-inspired adaptive neural activation in RNNs during learning. CoRR (2020)