Summary of Exact Gauss-newton Optimization For Training Deep Neural Networks, by Mikalai Korbit et al.
Exact Gauss-Newton Optimization for Training Deep Neural Networksby Mikalai Korbit, Adeyemi D. Adeoye, Alberto Bemporad,…
Summary of Unraveling Overoptimism and Publication Bias in Ml-driven Science, by Pouria Saidi et al.
Unraveling overoptimism and publication bias in ML-driven scienceby Pouria Saidi, Gautam Dasarathy, Visar BerishaFirst submitted…
Summary of The Vital Role Of Gradient Clipping in Byzantine-resilient Distributed Learning, by Youssef Allouah et al.
The Vital Role of Gradient Clipping in Byzantine-Resilient Distributed Learningby Youssef Allouah, Rachid Guerraoui, Nirupam…
Summary of Lora-ensemble: Efficient Uncertainty Modelling For Self-attention Networks, by Michelle Halbheer et al.
LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networksby Michelle Halbheer, Dominik J. Mühlematter, Alexander Becker, Dominik…
Summary of Tighter Privacy Auditing Of Dp-sgd in the Hidden State Threat Model, by Tudor Cebere et al.
Tighter Privacy Auditing of DP-SGD in the Hidden State Threat Modelby Tudor Cebere, Aurélien Bellet,…
Summary of Generalization Of Hamiltonian Algorithms, by Andreas Maurer
Generalization of Hamiltonian algorithmsby Andreas MaurerFirst submitted to arxiv on: 23 May 2024CategoriesMain: Machine Learning…
Summary of A Gap in Time: the Challenge Of Processing Heterogeneous Iot Data in Digitalized Buildings, by Xiachong Lin et al.
A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildingsby Xiachong…
Summary of Dynamic Mixture Of Experts: An Auto-tuning Approach For Efficient Transformer Models, by Yongxin Guo et al.
Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Modelsby Yongxin Guo, Zhenglin Cheng,…
Summary of Explaining Graph Neural Networks Via Structure-aware Interaction Index, by Ngoc Bui et al.
Explaining Graph Neural Networks via Structure-aware Interaction Indexby Ngoc Bui, Hieu Trung Nguyen, Viet Anh…
Summary of Fairness Hub Technical Briefs: Definition and Detection Of Distribution Shift, by Nicolas Acevedo et al.
Fairness Hub Technical Briefs: Definition and Detection of Distribution Shiftby Nicolas Acevedo, Carmen Cortez, Chris…