Summary of Simpo: Simple Preference Optimization with a Reference-free Reward, by Yu Meng et al.
SimPO: Simple Preference Optimization with a Reference-Free Rewardby Yu Meng, Mengzhou Xia, Danqi ChenFirst submitted…
Summary of Policy Gradient Methods For Risk-sensitive Distributional Reinforcement Learning with Provable Convergence, by Minheng Xiao et al.
Policy Gradient Methods for Risk-Sensitive Distributional Reinforcement Learning with Provable Convergenceby Minheng Xiao, Xian Yu,…
Summary of Bounds For the Smallest Eigenvalue Of the Ntk For Arbitrary Spherical Data Of Arbitrary Dimension, by Kedar Karhadkar et al.
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimensionby…
Summary of Similarity-navigated Conformal Prediction For Graph Neural Networks, by Jianqing Song et al.
Similarity-Navigated Conformal Prediction for Graph Neural Networksby Jianqing Song, Jianguo Huang, Wenyu Jiang, Baoming Zhang,…
Summary of Diffusion Models For Gaussian Distributions: Exact Solutions and Wasserstein Errors, by Emile Pierret et al.
Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errorsby Emile Pierret, Bruno GalerneFirst submitted…
Summary of A Uniform Concentration Inequality For Kernel-based Two-sample Statistics, by Yijin Ni and Xiaoming Huo
A Uniform Concentration Inequality for Kernel-Based Two-Sample Statisticsby Yijin Ni, Xiaoming HuoFirst submitted to arxiv…
Summary of Probabilistic Inference in the Era Of Tensor Networks and Differential Programming, by Martin Roa-villescas et al.
Probabilistic Inference in the Era of Tensor Networks and Differential Programmingby Martin Roa-Villescas, Xuanzhao Gao,…
Summary of Learning Latent Space Hierarchical Ebm Diffusion Models, by Jiali Cui et al.
Learning Latent Space Hierarchical EBM Diffusion Modelsby Jiali Cui, Tian HanFirst submitted to arxiv on:…
Summary of Next-token Prediction Capacity: General Upper Bounds and a Lower Bound For Transformers, by Liam Madden et al.
Next-token prediction capacity: general upper bounds and a lower bound for transformersby Liam Madden, Curtis…
Summary of Accelerated Evaluation Of Ollivier-ricci Curvature Lower Bounds: Bridging Theory and Computation, by Wonwoo Kang et al.
Accelerated Evaluation of Ollivier-Ricci Curvature Lower Bounds: Bridging Theory and Computationby Wonwoo Kang, Heehyun ParkFirst…