conftrace_

learning dynamics

75 papers

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Co-occurring keywords

neural network (6616) game theory (854) representation learning (6206) gradient descent (1144) nash equilibrium (398) neural network optimization (1293) stochastic gradient descent (1091) multi-agent system (1819) transfer learning (5449) zero-sum game (190)

Papers

Annotation Entropy Predicts Per-Example Learning Dynamics in LoRA Fine-Tuning ACL 2026
The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents (Abstract Reprint) AAAI 2026
Emergent Fast-Slow Dynamics in Multi-Agent Q-Learning for Networked Stochastic Games AAAI 2026
On the Learning Dynamics of Two-layer Linear Networks with Label Noise SGD AAAI 2026
Investigating ReLoRA: Effects on the Learning Dynamics of Small Language Models EMNLP 2025
Exploring Forgetting in Large Language Model Pre-Training ACL 2025
Data Drives Unstable Hierarchical Generalization in LMs EMNLP 2025
Learning Dynamics of Meta-Learning in Small Model Pretraining AACL 2025
Monitoring Primitive Interactions During the Training of DNNs AAAI 2025
Synchronization in Learning in Periodic Zero-Sum Games Triggers Divergence from Nash Equilibrium AAAI 2025
Beyond Surprisal: A Dual Metric Framework for Lexical Skill Acquisition in LLMs COLING 2025
Team-Fictitious Play for Reaching Team-Nash Equilibrium in Multi-team Games NIPS 2024
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space NIPS 2024
Understanding and Leveraging the Learning Phases of Neural Networks AAAI 2024
The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space NIPS 2024
Convergence of No-Swap-Regret Dynamics in Self-Play NIPS 2024
A distributional simplicity bias in the learning dynamics of transformers NIPS 2024
Parameter Symmetry and Noise Equilibrium of Stochastic Gradient Descent NIPS 2024
Local to Global: Learning Dynamics and Effect of Initialization for Transformers NIPS 2024
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning NIPS 2024
Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics NIPS 2024
Model Based Inference of Synaptic Plasticity Rules NIPS 2024
Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games AAAI 2024
Efficient Low-Dimensional Compression of Overparameterized Models AISTATS 2024
Initializing Services in Interactive ML Systems for Diverse Users NIPS 2024