Paper Citation Record · LEDGER

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters

As of 16 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 3 inbound Pith citation observations for arXiv:1908.06756.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1908.06756 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:05:31.539783Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:58:03.239495Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T22:32:46.316295Z

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy13
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 594bd093-a962-4f3b-848a-b89824dd12e9 · outbound

This paper cites Bergstra and Y.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Bergstra and Y

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.808746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4bf9091c-9813-4acc-b050-598b5f30e4a5 · outbound

This paper cites Bergstra, R.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Bergstra, R

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.795960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da3838bd-f685-42bf-9c3b-be3d7139f472 · outbound

This paper cites Biedenkapp, J.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Biedenkapp, J

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.781112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5dbf9255-64ed-49f2-b2ca-db2cc8c3f74d · outbound

This paper cites Falkner, A.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Falkner, A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.767777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1ccf46f6-d8ff-478f-9ded-6b742a195a89 · outbound

This paper cites Feurer and F.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Feurer and F

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.753819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fb46f961-af56-4387-b129-7d53be70f405 · outbound

This paper cites Feurer, A.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Feurer, A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.739636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 200ea577-5c5e-4e5b-b253-4c2c858d33fd · outbound

This paper cites Hutter, H.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Hutter, H

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.726413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1b3943d6-2dd0-4ef9-a111-46f9b1f5eabe · outbound

This paper cites Hutter, H.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Hutter, H

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.713369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ef7baf31-e348-4cee-ae33-dfe5f613fd10 · outbound

This paper cites Jamieson and A.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Jamieson and A

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.697234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation aaaa9bc7-cd7e-4a7c-8f7b-3c05570a12d8 · outbound

This paper cites Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T13:05:31.513543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab71e6de-eee3-40ab-b926-509f5ccf32a5 · outbound

This paper cites Klein, S.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Klein, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.679229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e070a9de-a6f7-43a4-9ebd-4a6c4cbbcd73 · outbound

This paper cites an unresolved cited work.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T13:05:31.659748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e1e18907-6ac7-4e01-92e7-e1f39349e138 · outbound

This paper cites Lindauer, K.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Lindauer, K

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.644261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b12a9d27-9c68-4855-beea-4b90c7659760 · outbound

This paper cites Proximal Policy Optimization Algorithms.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Proximal Policy Optimization Algorithms

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T13:05:31.531151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 148fadf2-86f1-403e-93a1-ab4e8f51e8ff · outbound

This paper cites Shahriari, K.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Shahriari, K

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.630016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7c36f86c-98ac-414d-a327-a6dcc0cb7208 · outbound

This paper cites Snoek, H.

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Snoek, H

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:05:31.615052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 90d20665-7579-44c8-b78b-30590eeb0565 · inbound

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs cites this paper.

Rapid Experimentation with Python Considering Optional and Hierarchical Inputs BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:03.239495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fb4c6b4-4288-4cee-9d79-ff5e881215ec · inbound

Efficient and Reuseable Cloud Configuration Search Using Discovery Spaces cites this paper.

Efficient and Reuseable Cloud Configuration Search Using Discovery Spaces BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:32:46.406166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 65db363b-7dd5-4466-a299-46b80afa3475 · inbound

Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces cites this paper.

Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T07:20:02.946339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.