FedPeWS: Personalized Warmup via Subnetworks for Enhanced Heterogeneous Federated Learningby Nurbek Tastan, Samuel Horvath, Martin…
Optimization Proxies using Limited Labeled Data and Training Time – A Semi-Supervised Bayesian Neural Network…
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generationby Han He, Qianchu Liu, Lei Xu,…
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifoldby Hoang Phuc Hau Luu, Hanlin Yu,…
Online Convex Optimization with a Separation Oracleby Zakaria MhammediFirst submitted to arxiv on: 3 Oct…
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolationby Mucong Ding, Bang An, Yuancheng Xu, Anirudh Satheesh,…
The Benefit of Being Bayesian in Online Conformal Predictionby Zhiyu Zhang, Zhou Lu, Heng YangFirst…
Simplicity bias and optimization threshold in two-layer ReLU networksby Etienne Boursier, Nicolas FlammarionFirst submitted to…
BiSSL: A Bilevel Optimization Framework for Enhancing the Alignment Between Self-Supervised Pre-Training and Downstream Fine-Tuningby…
C-MORL: Multi-Objective Reinforcement Learning through Efficient Discovery of Pareto Frontby Ruohong Liu, Yuxin Pan, Linjie…