DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitchingby Guanghe Li, Yixiang Shan, Zhengbang Zhu,…
TopoX: A Suite of Python Packages for Machine Learning on Topological Domainsby Mustafa Hajij, Mathilde…
A Momentum Accelerated Algorithm for ReLU-based Nonlinear Matrix Decompositionby Qingsong Wang, Chunfeng Cui, Deren HanFirst…
INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformerby Han Fang, Zhihao Song,…
Diversity Measurement and Subset Selection for Instruction Tuning Datasetsby Peiqi Wang, Yikang Shen, Zhen Guo,…
Active Learning for Graphs with Noisy Structuresby Hongliang Chi, Cong Qi, Suhang Wang, Yao MaFirst…
Dynamic Incremental Optimization for Best Subset Selectionby Shaogang Ren, Xiaoning QianFirst submitted to arxiv on:…
Momentum Does Not Reduce Stochastic Noise in Stochastic Gradient Descentby Naoki Sato, Hideaki IidukaFirst submitted…
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cutby Hongyu Cheng,…
Minusformer: Improving Time Series Forecasting by Progressively Learning Residualsby Daojun Liang, Haixia Zhang, Dongfeng Yuan,…