University of California, San Diego（加州大学圣迭戈分校）

The Philosophical Foundations of Growing AI Like A Child

Dezhi Luo, Yijiang Li, Hokin Deng

机构 * University of Michigan（密歇根大学） ； University of California San Diego（加州大学圣地亚哥分校） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

Revisiting Meta-Learning with Noisy Labels: Reweighting Dynamics and Theoretical Guarantees

Yiming Zhang, Chester Holtz, Gal Mishne, Alex Cloninger

机构 * University of California, San Diego（加州大学圣地亚哥分校） 纠错

Statistical Guarantees for High-Dimensional Stochastic Gradient Descent

Jiaqi Li, Zhipeng Lou, Johannes Schmidt-Hieber, Wei Biao Wu

机构 * Department of Statistics University of Chicago（统计学系芝加哥大学） ； Department of Mathematics University of California, San Diego（数学系加州大学圣地亚哥分校） ； Department of Applied Mathematics University of Twente（应用数学系埃因霍温大学） 纠错

Comments Accepted to NeurIPS 2025

Concise Reasoning in the Lens of Lagrangian Optimization

Chengqian Gao, Haonan Li, Taylor W. Killian, Jianshu She, Renxi Wang, Liqun Ma, Zhoujun Cheng, Shibo Hao, Zhiqiang Xu

机构 * Mohamed bin Zayed University of Artificial Intelligence（莫扎德·本·扎耶德人工智能大学） ； University of California San Diego（加州大学圣地亚哥分校） 纠错

MoEs Are Stronger than You Think: Hyper-Parallel Inference Scaling with RoE

Soheil Zibakhsh, Mohammad Samragh, Kumari Nishu, Lauren Hannah, Arnav Kundu, Minsik Cho

机构 * Apple（苹果公司） ； University of California San Diego（加州大学圣地亚哥分校） 纠错

Comments Corrected typo in arxiv abstract