conftrace_

non-asymptotic convergence

7 papers

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Co-occurring keywords

next-token prediction (34) training dynamics (118) sampling method (109) entropic optimal transport (9) stein variational gradient descent (49) schrodinger bridge (22) proximal mapping (16) particle optimization sampling (1) double q-learning (10) sub-linear convergence (1)

Papers

Designing Algorithms for Entropic Optimal Transport from an Optimisation Perspective ALT 2026
Non-asymptotic Convergence of Training Transformers for Next-token Prediction NIPS 2024
Faster Non-asymptotic Convergence for Double Q-learning NIPS 2021
Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis NIPS 2020
Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence Theory AISTATS 2020
Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks AISTATS 2019
Stochastic Optimization for DC Functions and Non-smooth Non-convex Regularizers with Non-asymptotic Convergence ICML 2019