Summary of Transforming and Combining Rewards For Aligning Large Language Models, by Zihao Wang et al.
Transforming and Combining Rewards for Aligning Large Language Modelsby Zihao Wang, Chirag Nagpal, Jonathan Berant,…
Summary of Probabilities-informed Machine Learning, by Mohsen Rashki
Probabilities-Informed Machine Learningby Mohsen RashkiFirst submitted to arxiv on: 16 Dec 2024CategoriesMain: Machine Learning (cs.LG)Secondary:…
Summary of Understanding Variational Autoencoders with Intrinsic Dimension and Information Imbalance, by Charles Camboulin et al.
Understanding Variational Autoencoders with Intrinsic Dimension and Information Imbalanceby Charles Camboulin, Diego Doimo, Aldo GlielmoFirst…
Summary of Adjusted Overfitting Regression, by Dylan Wilson
Adjusted Overfitting Regressionby Dylan WilsonFirst submitted to arxiv on: 24 Oct 2024CategoriesMain: Machine Learning (cs.LG)Secondary:…
Summary of Data Deletion For Linear Regression with Noisy Sgd, by Zhangjie Xia et al.
Data Deletion for Linear Regression with Noisy SGDby Zhangjie Xia, Chi-Hua Wang, Guang ChengFirst submitted…
Summary of Rethinking Meta-learning From a Learning Lens, by Jingyao Wang et al.
Rethinking Meta-Learning from a Learning Lensby Jingyao Wang, Wenwen Qiang, Chuxiong Sun, Changwen Zheng, Jiangmeng…
Summary of Ratio Divergence Learning Using Target Energy in Restricted Boltzmann Machines: Beyond Kullback–leibler Divergence Learning, by Yuichi Ishida et al.
Ratio Divergence Learning Using Target Energy in Restricted Boltzmann Machines: Beyond Kullback–Leibler Divergence Learningby Yuichi…
Summary of Reparameterization Invariance in Approximate Bayesian Inference, by Hrittik Roy et al.
Reparameterization invariance in approximate Bayesian inferenceby Hrittik Roy, Marco Miani, Carl Henrik Ek, Philipp Hennig,…
Summary of Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-level Supervision and Reverse Self-distillation, by Hongwei Yan et al.
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillationby HongWei Yan,…
Summary of Layerwise Proximal Replay: a Proximal Point Method For Online Continual Learning, by Jason Yoo et al.
Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learningby Jason Yoo, Yunpeng Liu,…