Stefan Horoi

According to our database, Stefan Horoi authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Reliability of CKA as a Similarity Measure in Deep Learning.

MohammadReza Davari, Stefan Horoi, Amine Natik, Guillaume Lajoie, Guy Wolf, Eugene Belilovsky

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Exploring the Geometry and Topology of Neural Network Loss Landscapes.

Stefan Horoi, Jessie Huang, Bastian Rieck, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy

Proceedings of the Advances in Intelligent Data Analysis XX, 2022

2021

Visualizing High-Dimensional Trajectories on the Loss-Landscape of ANNs.

Stefan Horoi, Jessie Huang, Guy Wolf, Smita Krishnaswamy

CoRR, 2021

2020

Advantages of biologically-inspired adaptive neural activation in RNNs during learning.

Victor Geadah, Giancarlo Kerg, Stefan Horoi, Guy Wolf, Guillaume Lajoie

CoRR, 2020

Internal representation dynamics and geometry in recurrent neural networks.

Stefan Horoi, Guillaume Lajoie, Guy Wolf

CoRR, 2020

Low-Dimensional Dynamics of Encoding and Learning in Recurrent Neural Networks.

Stefan Horoi, Victor Geadah, Guy Wolf, Guillaume Lajoie

Proceedings of the Advances in Artificial Intelligence, 2020