Summary of Npsvc++: Nonparallel Classifiers Encounter Representation Learning, by Junhong Zhang et al.
NPSVC++: Nonparallel Classifiers Encounter Representation Learningby Junhong Zhang, Zhihui Lai, Jie Zhou, Guangfei LiangFirst submitted…
Summary of Decision Theory-guided Deep Reinforcement Learning For Fast Learning, by Zelin Wan et al.
Decision Theory-Guided Deep Reinforcement Learning for Fast Learningby Zelin Wan, Jin-Hee Cho, Mu Zhu, Ahmed…
Summary of An Operator Learning Perspective on Parameter-to-observable Maps, by Daniel Zhengyu Huang et al.
An operator learning perspective on parameter-to-observable mapsby Daniel Zhengyu Huang, Nicholas H. Nelsen, Margaret TrautnerFirst…
Summary of Eugene: Explainable Unsupervised Approximation Of Graph Edit Distance with Generalized Edit Costs, by Aditya Bommakanti et al.
EUGENE: Explainable Unsupervised Approximation of Graph Edit Distance with Generalized Edit Costsby Aditya Bommakanti, Harshith…
Summary of Efficient Stagewise Pretraining Via Progressive Subnetworks, by Abhishek Panigrahi et al.
Efficient Stagewise Pretraining via Progressive Subnetworksby Abhishek Panigrahi, Nikunj Saunshi, Kaifeng Lyu, Sobhan Miryoosefi, Sashank…
Summary of Risk-sensitive Multi-agent Reinforcement Learning in Network Aggregative Markov Games, by Hafez Ghaemi et al.
Risk-Sensitive Multi-Agent Reinforcement Learning in Network Aggregative Markov Gamesby Hafez Ghaemi, Hamed Kebriaei, Alireza Ramezani…
Summary of Geneft: Understanding Statics and Dynamics Of Model Generalization Via Effective Theory, by David D. Baek et al.
GenEFT: Understanding Statics and Dynamics of Model Generalization via Effective Theoryby David D. Baek, Ziming…
Summary of Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation For the Square Loss, by Ingvar Ziemann et al.
Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Lossby Ingvar…
Summary of On the Convergence Of Zeroth-order Federated Tuning For Large Language Models, by Zhenqing Ling et al.
On the Convergence of Zeroth-Order Federated Tuning for Large Language Modelsby Zhenqing Ling, Daoyuan Chen,…
Summary of An Interactive Agent Foundation Model, by Zane Durante et al.
An Interactive Agent Foundation Modelby Zane Durante, Bidipta Sarkar, Ran Gong, Rohan Taori, Yusuke Noda,…