Summary of Mean-field Analysis For Learning Subspace-sparse Polynomials with Gaussian Input, by Ziang Chen et al.
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Inputby Ziang Chen, Rong GeFirst submitted to…
Summary of Ads: Approximate Densest Subgraph For Novel Image Discovery, by Shanfeng Hu
ADS: Approximate Densest Subgraph for Novel Image Discoveryby Shanfeng HuFirst submitted to arxiv on: 13…
Summary of Implicit Bias in Noisy-sgd: with Applications to Differentially Private Training, by Tom Sander et al.
Implicit Bias in Noisy-SGD: With Applications to Differentially Private Trainingby Tom Sander, Maxime Sylvestre, Alain…
Summary of Stochastic Gradient Flow Dynamics Of Test Risk and Its Exact Solution For Weak Features, by Rodrigo Veiga et al.
Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Featuresby Rodrigo…
Summary of Parameter Symmetry and Noise Equilibrium Of Stochastic Gradient Descent, by Liu Ziyin et al.
Parameter Symmetry and Noise Equilibrium of Stochastic Gradient Descentby Liu Ziyin, Mingze Wang, Hongchao Li,…
Summary of How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers, by Gon Buzaglo et al.
How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachersby…
Summary of Nonparametric Instrumental Variable Regression Through Stochastic Approximate Gradients, by Yuri Fonseca et al.
Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradientsby Yuri Fonseca, Caio Peixoto, Yuri SaporitoFirst submitted…
Summary of Adabatchgrad: Combining Adaptive Batch Size and Adaptive Step Size, by Petr Ostroukhov et al.
AdaBatchGrad: Combining Adaptive Batch Size and Adaptive Step Sizeby Petr Ostroukhov, Aigerim Zhumabayeva, Chulu Xiang,…
Summary of Closing the Gap Between Sgp4 and High-precision Propagation Via Differentiable Programming, by Giacomo Acciarini et al.
Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programmingby Giacomo Acciarini, Atılım Güneş…
Summary of Learning Operators with Stochastic Gradient Descent in General Hilbert Spaces, by Lei Shi and Jia-qi Yang
Learning Operators with Stochastic Gradient Descent in General Hilbert Spacesby Lei Shi, Jia-Qi YangFirst submitted…