2025 Spotlight "markov chains" Papers
2 papers found
Shift Before You Learn: Enabling Low-Rank Representations in Reinforcement Learning
Bastien Dubail, Stefan Stojanovic, Alexandre Proutiere
NeurIPS 2025spotlightarXiv:2509.05193
What One Cannot, Two Can: Two-Layer Transformers Provably Represent Induction Heads on Any-Order Markov Chains
Chanakya Ekbote, Ashok Vardhan Makkuva, Marco Bondaschi et al.
NeurIPS 2025spotlightarXiv:2508.07208