Paper Citation Record · LEDGER

The cost of ensembling: is it always worth combining?

As of 9 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2506.04677.

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

pith.paper-citation-record.v1
2506.04677 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:40:49.098406Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

verified exact14
verified fuzzy8
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ffb04287-7c1c-43b4-99bf-904aa2e630e9 · outbound

This paper cites , author Bergmeir, C.

The cost of ensembling: is it always worth combining? , author Bergmeir, C

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.837327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a36afd8-7151-4be1-a8f8-a75566eed0a0 · outbound

This paper cites , author Hewamalage, H.

The cost of ensembling: is it always worth combining? , author Hewamalage, H

Reference 2

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T10:40:50.112162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 77376083-b506-4c45-bd17-274dc9204b81 · outbound

This paper cites an unresolved cited work.

The cost of ensembling: is it always worth combining? Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.519540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 786f05b2-f36d-4274-ab7f-b11cc600a115 · outbound

This paper cites , & author Benítez, J.

The cost of ensembling: is it always worth combining? , & author Benítez, J

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.853643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da6a1d7-43a6-471e-9e7d-296074833add · outbound

This paper cites ( year 2001 ).

The cost of ensembling: is it always worth combining? ( year 2001 )

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.859297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34641898-e254-40d5-ae1a-212f121a8cde · outbound

This paper cites ( year 2017 ).

The cost of ensembling: is it always worth combining? ( year 2017 )

Reference 6

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.485729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e4bb2603-d504-43b9-8d22-ce0c780789a6 · outbound

This paper cites N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting.

The cost of ensembling: is it always worth combining? N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.869799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a3f8875-e5f1-4471-82fb-f1ec871b8c54 · outbound

This paper cites , & author Guestrin, C.

The cost of ensembling: is it always worth combining? , & author Guestrin, C

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.875070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdad72ea-5609-4c03-b90e-53fb60eb6388 · outbound

This paper cites , author Magnus, J.

The cost of ensembling: is it always worth combining? , author Magnus, J

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.879628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 792aeee4-5ad4-4b4e-954a-a60aea1b92b7 · outbound

This paper cites ( year 2006 ).

The cost of ensembling: is it always worth combining? ( year 2006 )

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:40:50.342983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 24c0cc02-e0e1-408d-a421-36f1d161f8a7 · outbound

This paper cites , author Ma, S.

The cost of ensembling: is it always worth combining? , author Ma, S

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.890610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dc4eee6-303a-4b90-a858-cc56cc85a7d5 · outbound

This paper cites S., Yael Grushka-Cockayne , & author Spiliotis, E.

The cost of ensembling: is it always worth combining? S., Yael Grushka-Cockayne , & author Spiliotis, E

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.895271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60d5106b-aec5-4277-a8df-1517c87c766a · outbound

This paper cites Accuracy is not the only Metric that matters: Estimating the Energy Consumption of Deep Learning Models.

The cost of ensembling: is it always worth combining? Accuracy is not the only Metric that matters: Estimating the Energy Consumption of Deep Learning Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.899984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ab13a69-beb8-4234-aa26-30f447880ac8 · outbound

This paper cites , author Bandara, K.

The cost of ensembling: is it always worth combining? , author Bandara, K

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T10:40:49.845659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f56650f-d730-4528-851e-09c01e34978d · outbound

This paper cites an unresolved cited work.

The cost of ensembling: is it always worth combining? Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:40:50.328028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 186b542e-8958-4a74-89ca-720e5ebac020 · outbound

This paper cites , author Ackermann, K.

The cost of ensembling: is it always worth combining? , author Ackermann, K

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.915101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c020bcb9-e97f-4f9a-b8cc-c2b6f0a33704 · outbound

This paper cites , & author Schmidhuber, J.

The cost of ensembling: is it always worth combining? , & author Schmidhuber, J

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.919877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ecf78ec-f1e8-4396-a54a-e1c16a8847f4 · outbound

This paper cites , & author Makridakis, S.

The cost of ensembling: is it always worth combining? , & author Makridakis, S

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:40:50.312225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4cf7bc31-5b50-48f2-9972-2401bffbc75a · outbound

This paper cites , & author Stuckenschmidt, H.

The cost of ensembling: is it always worth combining? , & author Stuckenschmidt, H

Reference 19

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.429043Z

Source-reported events for the cited work

correction dated 2021-05-19. Source: crossref record 10.1016/j.ijforecast.2021.01.011->10.1016/j.ijforecast.2020.02.005:correction, observed 2026-07-11T03:13:48.745751+00:00. This notice travels one citation hop only.

Observation ae5a0acd-a4fa-49c4-8769-abf0cb465b9e · outbound

This paper cites an unresolved cited work.

The cost of ensembling: is it always worth combining? Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.935609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1993c316-16fd-4966-9571-378b87c4aed6 · outbound

This paper cites , author Gasthaus, J.

The cost of ensembling: is it always worth combining? , author Gasthaus, J

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.940292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a084ca44-de0f-4951-b900-dbb5a92e1c83 · outbound

This paper cites , author Wang, Y.

The cost of ensembling: is it always worth combining? , author Wang, Y

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.944854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c13c4a4-cff5-453f-b01e-807e090c7f3f · outbound

This paper cites , author Meng, Q.

The cost of ensembling: is it always worth combining? , author Meng, Q

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:40:50.297654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1af5f6c8-27b4-4e90-bfdc-4a35446bc182 · outbound

This paper cites ( year 2011 ).

The cost of ensembling: is it always worth combining? ( year 2011 )

Reference 24

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.385103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 39cd8a00-5b60-4ed2-9d9e-65a5ba49977a · outbound

This paper cites ( year 2016 ).

The cost of ensembling: is it always worth combining? ( year 2016 )

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.959448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8ec8434-5af3-45f5-aa54-51a4b342ee4b · outbound

This paper cites ( year 2020 ).

The cost of ensembling: is it always worth combining? ( year 2020 )

Reference 26

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.360416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9203b87-ab89-481e-82b5-f1748526d388 · outbound

This paper cites , author Barrow, D.

The cost of ensembling: is it always worth combining? , author Barrow, D

Reference 27

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.345512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1f8b1154-641c-417d-85c7-20ae78844237 · outbound

This paper cites an unresolved cited work.

The cost of ensembling: is it always worth combining? Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.973396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd7960d-8e12-484f-b748-1a8754c3c745 · outbound

This paper cites , author Spiliotis, E.

The cost of ensembling: is it always worth combining? , author Spiliotis, E

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.978113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edbc37c2-30da-4471-bf44-75ee6eab26f3 · outbound

This paper cites , author Spiliotis, E.

The cost of ensembling: is it always worth combining? , author Spiliotis, E

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.982716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fe9fbcb-f881-4b7e-a887-af0ec8bee9ec · outbound

This paper cites , author Spiliotis, E.

The cost of ensembling: is it always worth combining? , author Spiliotis, E

Reference 31

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.300140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c801145d-5382-4c3e-b5fd-46469743a305 · outbound

This paper cites ( year 2023 ).

The cost of ensembling: is it always worth combining? ( year 2023 )

Reference 32

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.284447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f431475d-4eb7-41a0-9893-b0e7bd16c881 · outbound

This paper cites , & author Hyndman, R.

The cost of ensembling: is it always worth combining? , & author Hyndman, R

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:48.996685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c45e7dea-618d-4de1-886d-11b327213ead · outbound

This paper cites , & author Granger, C.

The cost of ensembling: is it always worth combining? , & author Granger, C

Reference 34

Resolution: verified exact; raw_fallback, observed 2026-08-07T10:40:49.768121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a18bf3d4-a7c6-4c2a-a4ba-5f60e36af640 · outbound

This paper cites , & author Petropoulos, F.

The cost of ensembling: is it always worth combining? , & author Petropoulos, F

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:49.006230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c50be42-5a19-4727-95ac-d97c1705421a · outbound

This paper cites title Nixtla - state-of-the-art time series and forecasting software.

The cost of ensembling: is it always worth combining? title Nixtla - state-of-the-art time series and forecasting software

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:40:50.281700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d35f1bf-339e-4b51-b565-7b01b396321e · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

The cost of ensembling: is it always worth combining? WaveNet: A Generative Model for Raw Audio

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:49.016291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 823dc229-33bb-4b24-b3ab-416a3d706f6e · outbound

This paper cites an unresolved cited work.

The cost of ensembling: is it always worth combining? Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:40:50.263192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ea568655-8454-4d19-bd5d-bd4d9524c481 · outbound

This paper cites , & author Chorowska, A.

The cost of ensembling: is it always worth combining? , & author Chorowska, A

Reference 39

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.248550Z

Source-reported events for the cited work

correction dated 2021-05-19. Source: crossref record 10.1016/j.ijforecast.2021.01.012->10.1016/j.ijforecast.2019.03.019:correction, observed 2026-07-11T03:11:15.480194+00:00. This notice travels one citation hop only.

Observation 73a95514-fc40-4fa0-891a-b17277fc085d · outbound

This paper cites , & author et al.

The cost of ensembling: is it always worth combining? , & author et al

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:49.031863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09014f0d-c9d6-46c3-a31a-9aee3b783a21 · outbound

This paper cites , author Gusev, G.

The cost of ensembling: is it always worth combining? , author Gusev, G

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:40:50.248108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5cb66351-7991-46d5-849f-df020dbc9835 · outbound

This paper cites ( year 1958 ).

The cost of ensembling: is it always worth combining? ( year 1958 )

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:49.041034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e704d72-d861-4cf8-879f-e5da32c08692 · outbound

This paper cites , author Dodge, J.

The cost of ensembling: is it always worth combining? , author Dodge, J

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:49.045781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d8d52fa-4bb2-4c26-a188-3fbf256e2f2a · outbound

This paper cites , author Spiliotis, E.

The cost of ensembling: is it always worth combining? , author Spiliotis, E

Reference 44

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.204134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ebb41993-62e2-497f-a96e-aa0b6e021e65 · outbound

This paper cites ( year 2020 ).

The cost of ensembling: is it always worth combining? ( year 2020 )

Reference 45

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.187111Z

Source-reported events for the cited work

correction dated 2021-05-19. Source: crossref record 10.1016/j.ijforecast.2021.01.015->10.1016/j.ijforecast.2019.03.017:correction, observed 2026-07-11T03:12:24.327796+00:00. This notice travels one citation hop only.

Observation ea2c4e8c-3eeb-44a9-8644-cbd69be800c2 · outbound

This paper cites , & author Hua, N.

The cost of ensembling: is it always worth combining? , & author Hua, N

Reference 46

Resolution: verified exact; doi, observed 2026-08-07T10:40:49.170560Z

Source-reported events for the cited work

correction dated 2021-05-19. Source: crossref record 10.1016/j.ijforecast.2021.01.015->10.1016/j.ijforecast.2019.02.002:correction, observed 2026-07-11T03:12:24.330563+00:00. This notice travels one citation hop only.

Observation f2823a87-7178-4cad-84f7-1ce035251945 · outbound

This paper cites , & author Petropoulos, F.

The cost of ensembling: is it always worth combining? , & author Petropoulos, F

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:49.065942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 302a4275-4b1f-4a49-8b43-84f10506e54b · outbound

This paper cites , author M.

The cost of ensembling: is it always worth combining? , author M

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:40:50.232033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 05bcc61b-173d-4667-955e-6455fe76b661 · outbound

This paper cites an unresolved cited work.

The cost of ensembling: is it always worth combining? Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:49.075042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a83c1a8-8db1-4a12-940e-35b4c8be9253 · outbound

This paper cites ( year 2024 ).

The cost of ensembling: is it always worth combining? ( year 2024 )

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:40:50.216741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5fa301ba-6565-44b0-a356-7f4742139401 · outbound

This paper cites , author Gammerman, A.

The cost of ensembling: is it always worth combining? , author Gammerman, A

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:40:50.201472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f528913d-6c43-400d-95dc-d1d9ee699c0d · outbound

This paper cites , author Hyndman, R.

The cost of ensembling: is it always worth combining? , author Hyndman, R

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:49.088995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed0a443c-bc13-4649-a302-4ddfbc994796 · outbound

This paper cites ( year 2025 ).

The cost of ensembling: is it always worth combining? ( year 2025 )

Reference 53

Resolution: verified exact; raw_fallback, observed 2026-08-07T10:40:49.670258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7523c5ae-0abd-4c3d-9867-0f71e1aca07f · outbound

This paper cites write newline.

The cost of ensembling: is it always worth combining? write newline

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:49.098406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.