conftrace_

ergodic theory

7 papers

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Co-occurring keywords

dynamical system (398) stochastic gradient descent (1091) stationary ergodic process (4) finite sample (8) statistical accuracy (10) time series datum (7) finite sample guarantee (8) invariant measure (7) nucleus sampling (26) partially observable system (6)

Papers

Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models EMNLP 2025
When are dynamical systems learned from time series data statistically accurate? NIPS 2024
On the generalization of learning algorithms that do not converge NIPS 2022
Neural Network Weights Do Not Converge to Stationary Points: An Invariant Measure Perspective ICML 2022
Exact Privacy Guarantees for Markov Chain Implementations of the Exponential Mechanism with Artificial Atoms NIPS 2021
Online Clustering of Processes AISTATS 2012
On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems AISTATS 2012