Summary of Parameter Efficient Quasi-orthogonal Fine-tuning Via Givens Rotation, by Xinyu Ma et al.
Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotationby Xinyu Ma, Xu Chu, Zhibang Yang, Yang Lin,…
Summary of Localized Distributional Robustness in Submodular Multi-task Subset Selection, by Ege C. Kaya et al.
Localized Distributional Robustness in Submodular Multi-Task Subset Selectionby Ege C. Kaya, Abolfazl HashemiFirst submitted to…
Summary of Mitigating the Impact Of Outlier Channels For Language Model Quantization with Activation Regularization, by Aniruddha Nrusimha et al.
Mitigating the Impact of Outlier Channels for Language Model Quantization with Activation Regularizationby Aniruddha Nrusimha,…
Summary of Information-theoretic Generalization Bounds For Deep Neural Networks, by Haiyun He et al.
Information-Theoretic Generalization Bounds for Deep Neural Networksby Haiyun He, Christina Lee Yu, Ziv GoldfeldFirst submitted…
Summary of Convergence Conditions Of Online Regularized Statistical Learning in Reproducing Kernel Hilbert Space with Non-stationary Data, by Xiwei Zhang and Tao Li
Convergence Conditions of Online Regularized Statistical Learning in Reproducing Kernel Hilbert Space With Non-Stationary Databy…
Summary of Can We Understand Plasticity Through Neural Collapse?, by Guglielmo Bonifazi et al.
Can We Understand Plasticity Through Neural Collapse?by Guglielmo Bonifazi, Iason Chalas, Gian Hess, Jakub ĹuckiFirst…
Summary of Attribution Regularization For Multimodal Paradigms, by Sahiti Yerramilli et al.
Attribution Regularization for Multimodal Paradigmsby Sahiti Yerramilli, Jayant Sravan Tamarapalli, Jonathan Francis, Eric NybergFirst submitted…
Summary of Joint-task Regularization For Partially Labeled Multi-task Learning, by Kento Nishi et al.
Joint-Task Regularization for Partially Labeled Multi-Task Learningby Kento Nishi, Junsik Kim, Wanhua Li, Hanspeter PfisterFirst…
Summary of C-xgboost: a Tree Boosting Model For Causal Effect Estimation, by Niki Kiriakidou et al.
C-XGBoost: A tree boosting model for causal effect estimationby Niki Kiriakidou, Ioannis E. Livieris, Christos…
Summary of Chain: Enhancing Generalization in Data-efficient Gans Via Lipschitz Continuity Constrained Normalization, by Yao Ni et al.
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalizationby Yao Ni, Piotr KoniuszFirst…