Horoi, Stefan

8 publications

LoG 2025 Towards a General Recipe for Combinatorial Optimization with Multi-Filter GNNs Frederik Wenkel, Semih Cantürk, Stefan Horoi, Michael Perlmutter, Guy Wolf

ICML 2024 Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis Stefan Horoi, Albert Manuel Orozco Camacho, Eugene Belilovsky, Guy Wolf

ICLRW 2024 Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis Stefan Horoi, Albert Manuel Orozco Camacho, Eugene Belilovsky, Guy Wolf

NeurIPSW 2024 Understanding Permutation Based Model Merging with Feature Visualizations Congshu Zou, Geraldin Nanfack, Stefan Horoi, Eugene Belilovsky

ICLR 2023 Reliability of CKA as a Similarity Measure in Deep Learning MohammadReza Davari, Stefan Horoi, Amine Natik, Guillaume Lajoie, Guy Wolf, Eugene Belilovsky

NeurIPSW 2022 Deceiving the CKA Similarity Measure in Deep Learning MohammadReza Davari, Stefan Horoi, Amine Natik, Guillaume Lajoie, Guy Wolf, Eugene Belilovsky

ICLRW 2022 On the Inadequacy of CKA as a Measure of Similarity in Deep Learning MohammadReza Davari, Stefan Horoi, Amine Natik, Guillaume Lajoie, Guy Wolf, Eugene Belilovsky

NeurIPSW 2020 Visualizing High-Dimensional Trajectories on the Loss-Landscape of ANNs Stefan Horoi, Jessie Huang, Guy Wolf, Smita Krishnaswamy