Summary of Neural Green’s Operators For Parametric Partial Differential Equations, by Hugo Melchers et al.
Neural Green’s Operators for Parametric Partial Differential Equationsby Hugo Melchers, Joost Prins, Michael AbdelmalikFirst submitted…
Summary of Explicitly Encoding Structural Symmetry Is Key to Length Generalization in Arithmetic Tasks, by Mahdi Sabbaghi et al.
Explicitly Encoding Structural Symmetry is Key to Length Generalization in Arithmetic Tasksby Mahdi Sabbaghi, George…
Summary of Robust Classification by Coupling Data Mollification with Label Smoothing, By Markus Heinonen et al.
Robust Classification by Coupling Data Mollification with Label Smoothingby Markus Heinonen, Ba-Hien Tran, Michael Kampffmeyer,…
Summary of Neural Network Learns Low-dimensional Polynomials with Sgd Near the Information-theoretic Limit, by Jason D. Lee and Kazusato Oko and Taiji Suzuki and Denny Wu
Neural network learns low-dimensional polynomials with SGD near the information-theoretic limitby Jason D. Lee, Kazusato…
Summary of Mixup Augmentation with Multiple Interpolations, by Lifeng Shen et al.
Mixup Augmentation with Multiple Interpolationsby Lifeng Shen, Jincheng Yu, Hansi Yang, James T. KwokFirst submitted…
Summary of Learning Analysis Of Kernel Ridgeless Regression with Asymmetric Kernel Learning, by Fan He et al.
Learning Analysis of Kernel Ridgeless Regression with Asymmetric Kernel Learningby Fan He, Mingzhen He, Lei…
Summary of Attention-based Iterative Decomposition For Tensor Product Representation, by Taewon Park et al.
Attention-based Iterative Decomposition for Tensor Product Representationby Taewon Park, Inchul Choi, Minho LeeFirst submitted to…
Summary of Topology-aware Dynamic Reweighting For Distribution Shifts on Graph, by Weihuang Zheng et al.
Topology-Aware Dynamic Reweighting for Distribution Shifts on Graphby Weihuang Zheng, Jiashuo Liu, Jiaxing Li, Jiayun…
Summary of On Non-asymptotic Theory Of Recurrent Neural Networks in Temporal Point Processes, by Zhiheng Chen and Guanhua Fang and Wen Yu
On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processesby Zhiheng Chen, Guanhua Fang,…
Summary of Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift, by Jiayun Wu et al.
Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shiftby Jiayun Wu, Jiashuo Liu, Peng Cui, Zhiwei…