Summary of Approximating Two-layer Relu Networks For Hidden State Analysis in Differential Privacy, by Antti Koskela
Approximating Two-Layer ReLU Networks for Hidden State Analysis in Differential Privacyby Antti KoskelaFirst submitted to…
Summary of Neurosteiner: a Graph Transformer For Wirelength Estimation, by Sahil Manchanda et al.
NeuroSteiner: A Graph Transformer for Wirelength Estimationby Sahil Manchanda, Dana Kianfar, Markus Peschl, Romain Lepert,…
Summary of Convergence Of Implicit Gradient Descent For Training Two-layer Physics-informed Neural Networks, by Xianliang Xu et al.
Convergence of Implicit Gradient Descent for Training Two-Layer Physics-Informed Neural Networksby Xianliang Xu, Ting Du,…
Summary of Improving the Performance Of Stein Variational Inference Through Extreme Sparsification Of Physically-constrained Neural Network Models, by Govinda Anantha Padmanabha et al.
Improving the performance of Stein variational inference through extreme sparsification of physically-constrained neural network modelsby…
Summary of Graph Neural Networks Gone Hogwild, by Olga Solodova et al.
Graph Neural Networks Gone Hogwildby Olga Solodova, Nick Richardson, Deniz Oktay, Ryan P. AdamsFirst submitted…
Summary of On the Trade-off Between Flatness and Optimization in Distributed Learning, by Ying Cao et al.
On the Trade-off between Flatness and Optimization in Distributed Learningby Ying Cao, Zhaoxian Wu, Kun…
Summary of Semi-adaptive Synergetic Two-way Pseudoinverse Learning System, by Binghong Liu et al.
Semi-adaptive Synergetic Two-way Pseudoinverse Learning Systemby Binghong Liu, Ziqi Zhao, Shupan Li, Ke WangFirst submitted…
Summary of Why Line Search When You Can Plane Search? So-friendly Neural Networks Allow Per-iteration Optimization Of Learning and Momentum Rates For Every Layer, by Betty Shea et al.
Why Line Search when you can Plane Search? SO-Friendly Neural Networks allow Per-Iteration Optimization of…
Summary of Complex Fractal Trainability Boundary Can Arise From Trivial Non-convexity, by Yizhou Liu
Complex fractal trainability boundary can arise from trivial non-convexityby Yizhou LiuFirst submitted to arxiv on:…
Summary of Evaluating the Design Space Of Diffusion-based Generative Models, by Yuqing Wang et al.
Evaluating the design space of diffusion-based generative modelsby Yuqing Wang, Ye He, Molei TaoFirst submitted…