Summary of Scaling Laws For Reward Model Overoptimization in Direct Alignment Algorithms, by Rafael Rafailov et al.
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithmsby Rafael Rafailov, Yaswanth Chittepu, Ryan…
Summary of Zeroth-order Fine-tuning Of Llms with Extreme Sparsity, by Wentao Guo et al.
Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsityby Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu,…
Summary of Quantifying Task Priority For Multi-task Optimization, by Wooseong Jeong et al.
Quantifying Task Priority for Multi-Task Optimizationby Wooseong Jeong, Kuk-Jin YoonFirst submitted to arxiv on: 5…
Summary of Adaptive Preference Scaling For Reinforcement Learning with Human Feedback, by Ilgee Hong et al.
Adaptive Preference Scaling for Reinforcement Learning with Human Feedbackby Ilgee Hong, Zichong Li, Alexander Bukharin,…
Summary of Cyclic Sparse Training: Is It Enough?, by Advait Gadhikar et al.
Cyclic Sparse Training: Is it Enough?by Advait Gadhikar, Sree Harsha Nelaturu, Rebekka BurkholzFirst submitted to…
Summary of Building Socially-equitable Public Models, by Yejia Liu et al.
Building Socially-Equitable Public Modelsby Yejia Liu, Jianyi Yang, Pengfei Li, Tongxin Li, Shaolei RenFirst submitted…
Summary of Randomized Geometric Algebra Methods For Convex Neural Networks, by Yifei Wang et al.
Randomized Geometric Algebra Methods for Convex Neural Networksby Yifei Wang, Sungyoon Kim, Paul Chu, Indu…
Summary of You Only Accept Samples Once: Fast, Self-correcting Stochastic Variational Inference, by Dominic B. Dayta
You Only Accept Samples Once: Fast, Self-Correcting Stochastic Variational Inferenceby Dominic B. DaytaFirst submitted to…
Summary of Combinatorial Optimization with Automated Graph Neural Networks, by Yang Liu et al.
Combinatorial Optimization with Automated Graph Neural Networksby Yang Liu, Peng Zhang, Yang Gao, Chuan Zhou,…
Summary of Routeplacer: An End-to-end Routability-aware Placer with Graph Neural Network, by Yunbo Hou et al.
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Networkby Yunbo Hou, Haoran Ye, Yingxue Zhang,…