Co-occurring keywords · papers mentioning both
Papers
Non-asymptotic Convergence of Training Transformers for Next-token Prediction
NeurIPS 2024
On Convergence of Adam for Stochastic Optimization under Relaxed Assumptions
NeurIPS 2024
On Convergence of Federated Averaging Langevin Dynamics
UAI 2024
On the Computational and Statistical Complexity of Over-parameterized Matrix Sensing
JMLR 2024
On the Convergence of an Adaptive Momentum Method for Adversarial Attacks
AAAI 2024
On the Convergence of Hierarchical Federated Learning with Partial Worker Participation
UAI 2024
On the Effect of Batch Size in Byzantine-Robust Distributed Learning
ICLR 2024
On the Role of Server Momentum in Federated Learning
AAAI 2024
On the Unstable Convergence Regime of Gradient Descent
AAAI 2024
Optimal First-Order Algorithms as a Function of Inequalities
JMLR 2024
Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence beyond the Minty Property
AAAI 2024
Ordered Momentum for Asynchronous SGD
NeurIPS 2024
PAPAL: A Provable PArticle-based Primal-Dual ALgorithm for Mixed Nash Equilibrium
JMLR 2024
Parameter-free Clipped Gradient Descent Meets Polyak
NeurIPS 2024
Plug-and-Play image restoration with Stochastic deNOising REgularization
ICML 2024
Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks
JMLR 2024
Provably Convergent Federated Trilevel Learning
AAAI 2024
SDEs for Minimax Optimization
AISTATS 2024
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
ICML 2024
Sharp analysis of power iteration for tensor PCA
JMLR 2024
Sketching for Distributed Deep Learning: A Sharper Analysis
NeurIPS 2024
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
NeurIPS 2024
Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos
AAAI 2024
Stochastic Methods in Variational Inequalities: Ergodicity, Bias and Refinements
AISTATS 2024
Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces
NeurIPS 2024