Kawaguchi, Kyogo

2 publications

ICLR 2025 A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language Ekdeep Singh Lubana, Kyogo Kawaguchi, Robert P. Dick, Hidenori Tanaka

ICMLW 2024 The Concept Percolation Hypothesis: Analyzing the Emergence of Capabilities in Neural Networks Trained on Formal Grammars Ekdeep Singh Lubana, Kyogo Kawaguchi, Robert P. Dick, Hidenori Tanaka