Edge-DP、Node-DP和graph - dp列中的刻度指定使用了哪种隐私概念。在LDP列中打勾表示作者使用了本地DP。星号(*)表示没有清楚地说明DP概念。两个星号(**)表示使用零知识隐私。ε列报告了在各自的工作中评估的隐上的 DP 的研究中,作者经常没有明确指定提供的保证属于上述哪个 DP 概念,这突显了在图学习任务中定义 DP 的系统化
GS-CBR-KBQA: Graph-structured case-based reasoning for knowledge base question answeringKnowledge base question answeringCase-based reasoningNatural language processingDeep learningLarge language modelKnowledge Base Question Answering (KBQA) task is an important research direction in natural language processing...
今天分享的是一篇ICLR的投稿,核心是构造Graph based world model提高learning sample efficiency。 针对稀疏reward或者episode length比较长的困难任务,强化学习算法直接在原始的状态动作空间中学习策略通常效率…
But as set processors, transformers are at a disadvantage in reasoning over more general graph-structured data where nodes represent entities and edges represent relations between entities. To address this shortcoming, we generalize transformer attention to consider and update ...
As a result, these methods often fail to fully realize the potential of graph-based collaboration. In contrast, our methodology establishes a connection between graph-structured PFL and well-defined inverse problems, enabling the use of efficient and robust algorithms to enhance PFL performance. In ...
Graph-structured combinatorial challenges are inherently difficult due to their nonlinear and intricate nature, often rendering traditional computational methods ineffective or expensive. However, these challenges can be more naturally tackled by humans through visual representations that harness our innate ...
网络释义 1. 图结构数据 ...蒋豪良 复旦大学 关键词:图结构数据 搜索 引言 图结构数据(Graph-structured Data), 是指表示为图的数据。www.docin.com|基于1 个网页 例句 释义: 全部,图结构数据 更多例句筛选 1. A data graph is a collection of tree-structured or graph-structured data objects. 数据图...
Deep convolutional networks on graph-structured data. CoRR, abs/1506.05163, 2015.M. Henaff, J. Bruna, and Y. LeCun, "Deep Convolu- tional Networks on Graph-Structured Data," arXiv Preprint, vol. abs/1506.05163, 2015. 3M. Henaff, J. Bruna, and Y. LeCun, "Deep convolutional networks...
Graph-Structured XMLInterval labelingIncremental Maintenance AlgorithmWhen the ID/IDREF relationship is considered, an XML document needs to be modeled as an ordered graph more naturally than an ordered tree. Then it becomes more difficult to process the updates of XML document. This paper studies ...
1\ graph-structured bidirectional LSTM(long-short term memory) which represents bothhierarchicalandtemporalconversation structure. 可以捕获层次和时间上的对话结构表示,图结构的双向LSTM the LSTM unitsinclude both hierachical and temporal components to the update, which distinguishes this work from prior tree...