gradient dynamics

Beyond Monotonicity: Revisiting Factorization Principles in Multi-Agent Q-Learning AAAI 2026 Rethinking Data Mixing from the Perspective of Large Language Models ACL 2026 Frozen Language Models Are Gradient Coherence Rectifiers in Vision Transformers AAAI 2025 Gradient-Based Feature Learning under Structured Data NeurIPS 2023 Learning GFlowNets From Partial Episodes For Improved Convergence And Stability ICML 2023 On the Dynamics Under the Unhinged Loss and Beyond JMLR 2023 Equilibrium Learning in Auction Markets AAAI 2022 KOALA: A Kalman Optimization Algorithm with Loss Adaptivity AAAI 2022 Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes NeurIPS 2022 A unified framework for Hamiltonian deep neural networks L4DC 2021 On the Theory of Implicit Deep Learning: Global Convergence with Implicit Layers ICLR 2021 Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth ICML 2021 Gradient Dynamics of Shallow Univariate ReLU Networks NeurIPS 2019