Summary of Improving Generalization and Convergence by Enhancing Implicit Regularization, By Mingze Wang et al.
Improving Generalization and Convergence by Enhancing Implicit Regularizationby Mingze Wang, Jinbo Wang, Haotian He, Zilin…
Summary of Occam Gradient Descent, by B.n. Kausik
Occam Gradient Descentby B.N. KausikFirst submitted to arxiv on: 30 May 2024CategoriesMain: Machine Learning (cs.LG)Secondary:…
Summary of I Bet You Did Not Mean That: Testing Semantic Importance Via Betting, by Jacopo Teneggi et al.
I Bet You Did Not Mean That: Testing Semantic Importance via Bettingby Jacopo Teneggi, Jeremias…
Summary of It’s Not a Modality Gap: Characterizing and Addressing the Contrastive Gap, by Abrar Fahim et al.
It’s Not a Modality Gap: Characterizing and Addressing the Contrastive Gapby Abrar Fahim, Alex Murphy,…
Summary of Why Are Visually-grounded Language Models Bad at Image Classification?, by Yuhui Zhang et al.
Why are Visually-Grounded Language Models Bad at Image Classification?by Yuhui Zhang, Alyssa Unell, Xiaohan Wang,…
Summary of 4-bit Shampoo For Memory-efficient Network Training, by Sike Wang et al.
4-bit Shampoo for Memory-Efficient Network Trainingby Sike Wang, Pan Zhou, Jia Li, Hua HuangFirst submitted…
Summary of Dmt-jepa: Discriminative Masked Targets For Joint-embedding Predictive Architecture, by Shentong Mo et al.
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architectureby Shentong Mo, Sukmin YunFirst submitted to arxiv…
Summary of Wash: Train Your Ensemble with Communication-efficient Weight Shuffling, Then Average, by Louis Fournier (mlia) et al.
WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Averageby Louis Fournier, Adel Nabli, Masih…
Summary of Transformer In-context Learning For Categorical Data, by Aaron T. Wang and Ricardo Henao and Lawrence Carin
Transformer In-Context Learning for Categorical Databy Aaron T. Wang, Ricardo Henao, Lawrence CarinFirst submitted to…
Summary of Adafisher: Adaptive Second Order Optimization Via Fisher Information, by Damien Martins Gomes and Yanlei Zhang and Eugene Belilovsky and Guy Wolf and Mahdi S. Hosseini
AdaFisher: Adaptive Second Order Optimization via Fisher Informationby Damien Martins Gomes, Yanlei Zhang, Eugene Belilovsky,…