Summary of Convex Sgd: Generalization Without Early Stopping, by Julien Hendrickx and Alex Olshevsky
Convex SGD: Generalization Without Early Stoppingby Julien Hendrickx, Alex OlshevskyFirst submitted to arxiv on: 8…
Summary of Few-shot Causal Representation Learning For Out-of-distribution Generalization on Heterogeneous Graphs, by Pengfei Ding and Yan Wang and Guanfeng Liu and Nan Wang and Xiaofang Zhou
Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphsby Pengfei Ding, Yan Wang, Guanfeng…
Summary of Accurate and Scalable Estimation Of Epistemic Uncertainty For Graph Neural Networks, by Puja Trivedi et al.
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networksby Puja Trivedi, Mark Heimann,…
Summary of Data-dependent Stability Analysis Of Adversarial Training, by Yihan Wang and Shuang Liu and Xiao-shan Gao
Data-Dependent Stability Analysis of Adversarial Trainingby Yihan Wang, Shuang Liu, Xiao-Shan GaoFirst submitted to arxiv…
Summary of Nonlinear Functional Regression by Functional Deep Neural Network with Kernel Embedding, By Zhongjie Shi et al.
Nonlinear functional regression by functional deep neural network with kernel embeddingby Zhongjie Shi, Jun Fan,…
Summary of Class-wise Generalization Error: An Information-theoretic Analysis, by Firas Laakom et al.
Class-wise Generalization Error: an Information-Theoretic Analysisby Firas Laakom, Yuheng Bu, Moncef GabboujFirst submitted to arxiv…
Summary of Simple Hierarchical Planning with Diffusion, by Chang Chen et al.
Simple Hierarchical Planning with Diffusionby Chang Chen, Fei Deng, Kenji Kawaguchi, Caglar Gulcehre, Sungjin AhnFirst…
Summary of A Robust Quantile Huber Loss with Interpretable Parameter Adjustment in Distributional Reinforcement Learning, by Parvin Malekzadeh et al.
A Robust Quantile Huber Loss With Interpretable Parameter Adjustment In Distributional Reinforcement Learningby Parvin Malekzadeh,…
Summary of A Survey Analyzing Generalization in Deep Reinforcement Learning, by Ezgi Korkmaz
A Survey Analyzing Generalization in Deep Reinforcement Learningby Ezgi KorkmazFirst submitted to arxiv on: 4…
Summary of Multilingual Instruction Tuning with Just a Pinch Of Multilinguality, by Uri Shaham et al.
Multilingual Instruction Tuning With Just a Pinch of Multilingualityby Uri Shaham, Jonathan Herzig, Roee Aharoni,…