Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T14:51:55.274838Z
Paper Citation Record · LEDGER
The Hitchhiker's Guide to LDA
As of 22 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:1908.03142.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
43 of 43 outbound references displayed
- verified exact0
- verified fuzzy33
- unresolved7
- parse uncertain1
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d63371bd-538f-4d4e-a6b1-84763c6f9c2f · outbound
This paper cites 大力神海格力斯式的笨重 劳动.
The Hitchhiker's Guide to LDA 大力神海格力斯式的笨重 劳动
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.931279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 78c1616b-f044-4f08-a3fe-b6b544bd91f0 · outbound
This paper cites an unresolved cited work.
The Hitchhiker's Guide to LDA Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T14:51:55.918866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3a33d955-51b0-4322-844b-8cbd672331f1 · outbound
This paper cites 充分统计量 u(x)关于极大似然估计值 MLE的期望.
The Hitchhiker's Guide to LDA 充分统计量 u(x)关于极大似然估计值 MLE的期望
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.906426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c5bc450e-4958-4a67-8e8e-62eeb3ce5055 · outbound
This paper cites 基于变分贝叶斯方法的医学图像分割.
The Hitchhiker's Guide to LDA 基于变分贝叶斯方法的医学图像分割
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.894429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7345c2b5-f60a-42ff-802d-56dd608386c2 · outbound
This paper cites 7.2 Calculus of Variations.
The Hitchhiker's Guide to LDA 7.2 Calculus of Variations
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.882410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3234a5ad-8770-4289-b411-e817c7932aef · outbound
This paper cites an unresolved cited work.
The Hitchhiker's Guide to LDA Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T14:51:55.869693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 69260f84-e983-4d20-92cc-a8bd9192815d · outbound
This paper cites Wainwright, Michael I.
The Hitchhiker's Guide to LDA Wainwright, Michael I
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.856234Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 944036f6-c3f8-4d3a-bcb3-ab98f27fb331 · outbound
This paper cites Variational Inference(讲义).
The Hitchhiker's Guide to LDA Variational Inference(讲义)
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.842800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bead29b9-acd8-4904-b152-dd132a984be3 · outbound
This paper cites Life After the EM Algorithm: The Variational Approximation for Bayesian Inference.
The Hitchhiker's Guide to LDA Life After the EM Algorithm: The Variational Approximation for Bayesian Inference
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.831748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 016b96bf-3ff4-481f-8f8b-6a95c1045544 · outbound
This paper cites Pattern Recognition and Machine Learning.
The Hitchhiker's Guide to LDA Pattern Recognition and Machine Learning
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.819750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9763a5d2-09b8-4c11-be48-f271c9e549d7 · outbound
This paper cites 机 械工业出版社2009.03:p.673 – 678.
The Hitchhiker's Guide to LDA 机 械工业出版社2009.03:p.673 – 678
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.808154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8f464639-8b76-43ef-997a-7e92c0d66858 · outbound
This paper cites A wise man never knows all, only fools know everything.
The Hitchhiker's Guide to LDA A wise man never knows all, only fools know everything
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.795580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fc20f7e1-3e51-4cbb-8575-559416a40173 · outbound
This paper cites an unresolved cited work.
The Hitchhiker's Guide to LDA Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T14:51:55.782801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 85ed28d5-e970-4bec-ab60-23690a79214c · outbound
This paper cites an unresolved cited work.
The Hitchhiker's Guide to LDA Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T14:51:55.770843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f3c98388-8ed1-4e1a-9b8c-bbf1c1e58e22 · outbound
This paper cites an unresolved cited work.
The Hitchhiker's Guide to LDA Unresolved cited work
Reference 16
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-14T14:51:55.759392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 56488639-1f18-42ef-baa9-6fc250494ed0 · outbound
This paper cites 接 近”这个概念如何在具体计算中体现，也就是说如何衡量两个概率分布的相似 度，幸运的是，这已经有了现成的工具：通常使用KL距离。稍做一点简单的推 导，就会发现“优化变分下界.
The Hitchhiker's Guide to LDA 接 近”这个概念如何在具体计算中体现，也就是说如何衡量两个概率分布的相似 度，幸运的是，这已经有了现成的工具：通常使用KL距离。稍做一点简单的推 导，就会发现“优化变分下界
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.745485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fda29502-b335-40ba-8eb6-a68fb7dda5b1 · outbound
This paper cites an unresolved cited work.
The Hitchhiker's Guide to LDA Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T14:51:55.730369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9cc557c2-2499-4ea3-88db-d77a7405a357 · outbound
This paper cites an unresolved cited work.
The Hitchhiker's Guide to LDA Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T14:51:55.717450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5408f069-0fcf-4be9-8fc5-8de96c87a12b · outbound
This paper cites Latent Dirichlet Allocation.
The Hitchhiker's Guide to LDA Latent Dirichlet Allocation
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.704422Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0256dcfc-e324-48f8-977e-ca5f4206adeb · outbound
This paper cites Spring 2013.
The Hitchhiker's Guide to LDA Spring 2013
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.692766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 96038adc-7fc1-4a57-afa7-4db2d3470c3e · outbound
This paper cites Variational Inference for LDA.
The Hitchhiker's Guide to LDA Variational Inference for LDA
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.679881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e61027a9-950c-4451-877f-652832d3da07 · outbound
This paper cites Latent Dirichlet Allocation: Towards a Deeper Understanding.
The Hitchhiker's Guide to LDA Latent Dirichlet Allocation: Towards a Deeper Understanding
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.667673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a761dad8-c6c1-4b0e-b99d-d1b87f4ed513 · outbound
This paper cites Exchangeable Sequences, Polya’s Urn and De-Finetti’s Theorem.
The Hitchhiker's Guide to LDA Exchangeable Sequences, Polya’s Urn and De-Finetti’s Theorem
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.655199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3f13431e-b517-4a2c-a04d-8963d4446e64 · outbound
This paper cites BERNARDO.
The Hitchhiker's Guide to LDA BERNARDO
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.643383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3debe7dc-0ff9-4cba-98cd-6f55b3a8f169 · outbound
This paper cites hello world.
The Hitchhiker's Guide to LDA hello world
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.630461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 29af3442-3824-4bc4-b818-de0174080294 · outbound
This paper cites 下界” 。 [em max iter] 变分 EM 的是最大的迭代次数。 [em convergence] 变分 EM 的收敛条件。(score_old - score) / abs(score_old)如果小于这 个数值，则停止迭代（在迭代超过最大迭代次数之后） 。请注意这个参数是整个 语料集的似然函数的“下界.
The Hitchhiker's Guide to LDA 下界” 。 [em max iter] 变分 EM 的是最大的迭代次数。 [em convergence] 变分 EM 的收敛条件。(score_old - score) / abs(score_old)如果小于这 个数值，则停止迭代（在迭代超过最大迭代次数之后） 。请注意这个参数是整个 语料集的似然函数的“下界
Reference 27
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-14T14:51:55.421974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation de14c7b5-e4b7-44b7-9657-ffe8cc53e19d · outbound
This paper cites Gibbs Sampling for the Uninitiated.
The Hitchhiker's Guide to LDA Gibbs Sampling for the Uninitiated
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.619041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 13c3aaa7-7316-4491-9bf0-ead0f0ce669b · outbound
This paper cites Parameter estimation for text analysis.
The Hitchhiker's Guide to LDA Parameter estimation for text analysis
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.606747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation aab394d3-be62-44ba-b71c-1e95918d07e1 · outbound
This paper cites LDA数学八卦 2013.2.8.
The Hitchhiker's Guide to LDA LDA数学八卦 2013.2.8
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.594720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 886080f4-1d36-487d-a8bc-1835a319206e · outbound
This paper cites 概率论与数理统计.
The Hitchhiker's Guide to LDA 概率论与数理统计
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.582834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 20dc1b5d-6ab3-4f8b-97c2-12f719c02450 · outbound
This paper cites Latent Dirichlet Allocation.
The Hitchhiker's Guide to LDA Latent Dirichlet Allocation
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.570501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0be7face-cc80-486d-ad7e-9bd068b8e710 · outbound
This paper cites Reading Note : Parameter estimation for text analysis 暨LDA学习小结.
The Hitchhiker's Guide to LDA Reading Note : Parameter estimation for text analysis 暨LDA学习小结
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.559068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 16772cbf-ccc9-4d8e-9e2d-00afc3786fea · outbound
This paper cites an unresolved cited work.
The Hitchhiker's Guide to LDA Unresolved cited work
Reference 34
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-14T14:51:55.546780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c45b7360-e2c7-4312-93fe-5be7fda8f9fb · outbound
This paper cites Probabilistic Topic Models.
The Hitchhiker's Guide to LDA Probabilistic Topic Models
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.534932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6b59caca-5622-4e64-b810-3fa612fef286 · outbound
This paper cites Lafferty.
The Hitchhiker's Guide to LDA Lafferty
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.522584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 205c4580-7ed0-497e-9c92-909b359bb759 · outbound
This paper cites Topic Significance Ranking of LDA Generative Models.
The Hitchhiker's Guide to LDA Topic Significance Ranking of LDA Generative Models
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.509388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b8057f03-ba44-463c-86b9-73a9acd94424 · outbound
This paper cites Gibbs Collapsed Sampling for Latent Dirichlet Allocation on Spark.
The Hitchhiker's Guide to LDA Gibbs Collapsed Sampling for Latent Dirichlet Allocation on Spark
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.496949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a36e80e8-71c9-4a36-9686-71f521fba119 · outbound
This paper cites Distributed Inference for Latent Dirichlet Allocation.
The Hitchhiker's Guide to LDA Distributed Inference for Latent Dirichlet Allocation
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.944259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 409fe6b9-834b-48aa-b501-a0855b1ef2b3 · outbound
This paper cites an unresolved cited work.
The Hitchhiker's Guide to LDA Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T14:51:55.483441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 43583b62-bfa5-46af-b640-2241777f0bf1 · outbound
This paper cites GibbsLDA++ Reference.
The Hitchhiker's Guide to LDA GibbsLDA++ Reference
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.470337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e3dd5aae-22e3-4b30-825e-416dcff2d034 · outbound
This paper cites An Introduction to MCMC for Machine Learning.
The Hitchhiker's Guide to LDA An Introduction to MCMC for Machine Learning
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.458622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c57f341d-52cb-4d6a-af96-a3ccb75e934a · outbound
This paper cites Visualizing Topic Models.
The Hitchhiker's Guide to LDA Visualizing Topic Models
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.445126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9156b12c-e6ea-4b0d-ba57-f8005d325397 · outbound
This paper cites Peacock：大规模主题模型及其在腾讯业务 中的应用.
The Hitchhiker's Guide to LDA Peacock：大规模主题模型及其在腾讯业务 中的应用
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:51:55.433871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
No inbound Pith citation observations are available.