Nikolaos Tsilivis

1. The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
   2024/02/16 by Benjamin Edelman, Ezra Edelman, Edelman, Benjamin L. +7 · 24 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
2. A Tale of Two Circuits: Grokking as Competition of Sparse and Dense Subnetworks
   2023/03/21 by William Merrill, Merrill, William, Nikolaos Tsilivis +3 · 5 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function
3. Extracting Finite Automata from RNNs Using State Merging
   2022/01/28 by William Merrill, Nikolaos Tsilivis, Merrill, William +1 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning and Algorithms #Topic Modeling
4. What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness?
   2022/10/11 by Nikolaos Tsilivis, Tsilivis, Nikolaos, Julia Kempe +1 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. On the Robustness of Neural Collapse and the Neural Collapse of Robustness
   2023/11/13 by Jingtong Su, Su, Jingtong, Ya Shi Zhang +5 · 1 citation
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science #Neural Networks and Applications