Score-fPINN: Fractional Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck-Levy Equationsby Zheyuan Hu, Zhongqiang Zhang, George…
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Modelsby Yibin Wang, Haizhou Shi, Ligong…
Edge Classification on Graphs: New Directions in Topological Imbalanceby Xueqi Cheng, Yu Wang, Yunchao Liu,…
ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinkingby Wenshuo Li, Xinghao Chen, Han Shu,…
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokensby Anas…
Statistical Learning of Distributionally Robust Stochastic Control in Continuous State Spacesby Shengbo Wang, Nian Si,…
Enhancing and Assessing Instruction-Following with Fine-Grained Instruction Variantsby Jiuding Yang, Weidong Guo, Kaitong Yang, Xiangyang…
Management Decisions in Manufacturing using Causal Machine Learning – To Rework, or not to Rework?by…
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classificationby Zhipeng Deng, Yuqiao Yang,…
Improved Algorithms for Contextual Dynamic Pricingby Matilde Tullii, Solenne Gaucher, Nadav Merlis, Vianney PerchetFirst submitted…