Assessing Generalization for Subpopulation Representative Modeling via In-Context Learningby Gabriel Simmons, Vladislav SavinovFirst submitted to…
Physics-Informed Neural Networks with Hard Linear Equality Constraintsby Hao Chen, Gonzalo E. Constante Flores, Can…
Generalization Error of Graph Neural Networks in the Mean-field Regimeby Gholamali Aminian, Yixuan He, Gesine…
Hypernetwork-Driven Model Fusion for Federated Domain Generalizationby Marc Bartholet, Taehyeon Kim, Ami Beuret, Se-Young Yun,…
FedImpro: Measuring and Improving Client Update in Federated Learningby Zhenheng Tang, Yonggang Zhang, Shaohuai Shi,…
Deceptive Path Planning via Reinforcement Learning with Graph Neural Networksby Michael Y. Fatemi, Wesley A.…
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Controlby Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu…
How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachersby…
Hierarchical Transformers are Efficient Meta-Reinforcement Learnersby Gresa Shala, André Biedenkapp, Josif GrabockaFirst submitted to arxiv…
Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddingsby Yichen Jiang, Xiang Zhou, Mohit…