Quantitative Approximation for Neural Operators in Nonlinear Parabolic Equationsby Takashi Furuya, Koichi Taniguchi, Satoshi OkudaFirst…
Mitigating Memorization In Language Modelsby Mansi Sakarvadia, Aswathy Ajith, Arham Khan, Nathaniel Hudson, Caleb Geniesse,…
Adversarial Decoding: Generating Readable Documents for Adversarial Objectivesby Collin Zhang, Tingwei Zhang, Vitaly ShmatikovFirst submitted…
Adaptively Private Next-Token Prediction of Large Language Modelsby James Flemings, Meisam Razaviyayn, Murali AnnavaramFirst submitted…
Review Non-convex Optimization Method for Machine Learningby Greg B Fotopoulos, Paul Popovich, Nicholas Hall PapadopoulosFirst…
Model Comparisons: XNet Outperforms KANby Xin Li, Zhihong Jeff Xia, Xiaotao ZhengFirst submitted to arxiv…
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learningby Jiaqing Xie, Yue Zhao, Tianfan…
Tuning Frequency Bias of State Space Modelsby Annan Yu, Dongwei Lyu, Soon Hoe Lim, Michael…
EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learningby Syed Irfan Ali Meerza,…
TPP-LLM: Modeling Temporal Point Processes by Efficiently Fine-Tuning Large Language Modelsby Zefang Liu, Yinzhu QuanFirst…