Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filteringby Francois Chaubard, Duncan…
MMFactory: A Universal Solution Search Engine for Vision-Language Tasksby Wan-Cyuan Fan, Tanzila Rahman, Leonid SigalFirst…
Heterogeneous transfer learning for high dimensional regression with feature mismatchby Jae Ho Chang, Massimiliano Russo,…
An Attention-based Framework with Multistation Information for Earthquake Early Warningsby Yu-Ming Huang, Kuan-Yu Chen, Wen-Wei…
Tackling the Dynamicity in a Production LLM Serving System with SOTA Optimizations via Hybrid Prefill/Decode/Verify…
Learning Randomized Reductions and Program Propertiesby Ferhat Erata, Orr Paradise, Timos Antonopoulos, ThanhVu Nguyen, Shafi…
Neural Conformal Control for Time Series Forecastingby Ruipu Li, Alexander RodrÃguezFirst submitted to arxiv on:…
Stochastic Control for Fine-tuning Diffusion Models: Optimality, Regularity, and Convergenceby Yinbin Han, Meisam Razaviyayn, Renyuan…
Unified Stochastic Framework for Neural Network Quantization and Pruningby Haoyu Zhang, Rayan SaabFirst submitted to…
Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretizationby Sihao…