Pith. sign in

Paper Citation Record · LEDGER

Modeling All Response Surfaces in One for Conditional Search Spaces

As of 14 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2501.04260.

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

pith.paper-citation-record.v1
2501.04260 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:44:09.384878Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy17
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43bd31e8-d39c-40ad-9c51-ff13d7922921 · outbound

This paper cites Simulation Benchmark The tree-structure search space of the simulation function that was originally presented in Jenatton et al.

Modeling All Response Surfaces in One for Conditional Search Spaces Simulation Benchmark The tree-structure search space of the simulation function that was originally presented in Jenatton et al

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.850725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.275025Z digest=sha256:c9a39f94b94a40377254e6e4886136a99ad6f2c27e2f6618c932bc4b3e143dc0

Observation 6722e009-bf6c-47e4-ba79-3f65ac903aba · outbound

This paper cites linear" ,.

Modeling All Response Surfaces in One for Conditional Search Spaces linear" ,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.785124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.288249Z digest=sha256:94000c1fd594e883d7b8495379d905b09672f34ea97f2ef2682660217f16b6d7

Observation 4575e2b7-e28b-4cab-9d69-b03d5cefcf35 · outbound

This paper cites Raiders of the Lost Architecture: Kernels for Bayesian Optimization in Conditional Parameter Spaces.

Modeling All Response Surfaces in One for Conditional Search Spaces Raiders of the Lost Architecture: Kernels for Bayesian Optimization in Conditional Parameter Spaces

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T21:44:09.239105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:44:09.239105Z digest=sha256:c51fdcac4dbd495b5eff6e431f1193a6938d73dc69be8d9c8f80a2b09b965157

Observation d54e2d06-5953-442b-b28d-f6830ee2193d · outbound

This paper cites The number of layers in each block.

Modeling All Response Surfaces in One for Conditional Search Spaces The number of layers in each block

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.699952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.336303Z digest=sha256:97f2e9e60ca2c49be1723054fba485c87cae853e52262f850269a01310f44f26

Observation ca17bf8b-11b3-4978-9be7-7b86081af433 · outbound

This paper cites The ratio for expending, if using the in- verted residue block (Sandler et al.

Modeling All Response Surfaces in One for Conditional Search Spaces The ratio for expending, if using the in- verted residue block (Sandler et al

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.673674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.343167Z digest=sha256:f087f9d0e1066a56186235af8d47989582532197447f86d5b543785ee5415363

Observation 1e28597e-6f49-4377-a15c-73a150859363 · outbound

This paper cites In SIGKDD.

Modeling All Response Surfaces in One for Conditional Search Spaces In SIGKDD

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.915695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.259429Z digest=sha256:94e7c8702545b635848b9c55818b32c95cb66489209bc251143866d3a106a552

Observation a7685a30-7631-4654-a9d8-5c7c0c1cfa6a · outbound

This paper cites In AISTATS.

Modeling All Response Surfaces in One for Conditional Search Spaces In AISTATS

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.887599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.267395Z digest=sha256:998fc57cc2f6985e986f711ee3c7ff900bbbf769cb10f3cf66fb8b0b9f374133

Observation f7525111-14f6-4b64-85c0-73d3df8d107d · outbound

This paper cites The number of strides for each block is represented in binary.

Modeling All Response Surfaces in One for Conditional Search Spaces The number of strides for each block is represented in binary

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.598330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.363349Z digest=sha256:7c3d0b837507a2687ed2278219ac51916969b5fc5dc72a683f71dccf7ced5a14

Observation 96fd0a1d-37a2-4dca-a8c9-9322d8872426 · outbound

This paper cites The number of blocks.

Modeling All Response Surfaces in One for Conditional Search Spaces The number of blocks

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.814731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.281597Z digest=sha256:265b79c3b3412175c2e4665b18ebfc9e956feb9449b532a27d364997de8d6d20

Observation 350a1dc3-43d7-4138-9fd7-41497fe24b1a · outbound

This paper cites an unresolved cited work.

Modeling All Response Surfaces in One for Conditional Search Spaces Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:44:09.759630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.303253Z digest=sha256:dea1547e1d24a163b909fe9f53010d05b789d4f565c1a584eb9c6d72bc982841

Observation d8da0696-c595-4692-b15b-3dab60a2c4d2 · outbound

This paper cites The size of the convolution kernel in one convolution block.

Modeling All Response Surfaces in One for Conditional Search Spaces The size of the convolution kernel in one convolution block

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.732874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.311027Z digest=sha256:922e5edafa6662eb8cb3735d690a03f558111c91725e6bb9e3715c0c7aa22f63

Observation 1494efe7-8f74-4cb1-8b18-f5dfeeb0630e · outbound

This paper cites The ratio of squeezing and expending if con- taining such structure.

Modeling All Response Surfaces in One for Conditional Search Spaces The ratio of squeezing and expending if con- taining such structure

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.651702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.349223Z digest=sha256:3d025169bef4f4ed0bf4767cdfdcf74ebeadd7678ae84c92b3b2abeec5fd9ecd

Observation 92f36cec-66ff-487f-8385-72bd436e76ad · outbound

This paper cites The number of channels for each block.

Modeling All Response Surfaces in One for Conditional Search Spaces The number of channels for each block

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.627282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.357058Z digest=sha256:189fdfa6e3050dccdae76586f67808bdc819b439d700bf6ea3d92857f617a226

Observation 83f2c3ba-9a19-4b49-a183-95c4596010ac · outbound

This paper cites The learning rate determines the speed of the network’s training and convergence.

Modeling All Response Surfaces in One for Conditional Search Spaces The learning rate determines the speed of the network’s training and convergence

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.573279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.370807Z digest=sha256:2e3c98fe35eb96d66a78c7ade6c5222dd2b60727f545b978a5c2ddf9a9af3098

Observation b29dde0d-9ac9-4717-a52e-69e4bad7a94a · outbound

This paper cites Size of the change in the parameter when the optimizer updates the parameter.

Modeling All Response Surfaces in One for Conditional Search Spaces Size of the change in the parameter when the optimizer updates the parameter

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.548777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.377536Z digest=sha256:92e0cda896d33b4d5c4b6ef3c819e14d47d86d1dc7e24f9f8c01372861836bb0

Observation 9f9606b6-5d52-480d-8fc3-f164b8829cf2 · outbound

This paper cites Batch size determines how many data points will be used for training in each iteration.

Modeling All Response Surfaces in One for Conditional Search Spaces Batch size determines how many data points will be used for training in each iteration

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.524718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.384878Z digest=sha256:e3091020740a458e9d680cb29ae87ff469a09178c9e3f05710b8e6cc29394e92

Observation fd596ba9-2dc9-4083-b721-e574c4093f15 · outbound

This paper cites In SIGKDD.

Modeling All Response Surfaces in One for Conditional Search Spaces In SIGKDD

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.966471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.244590Z digest=sha256:c25fe7d408a09eeab48965845ff49e61291f429ffa352a06d603673a4718b155

Observation 32da103a-c215-41d8-9aa5-5d7ce2f9c2ec · outbound

This paper cites Bayesian Optimization for Synthetic Gene Design.

Modeling All Response Surfaces in One for Conditional Search Spaces Bayesian Optimization for Synthetic Gene Design

Reference 2016

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T21:44:09.491952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.220790Z digest=sha256:1612b77deb6ccb52ab3dfc4411acdbd8b1c9ce5391b8a25e0cfb37c1c2031241

Observation 9b635fee-bbde-4cc3-a110-f0842fb70b78 · outbound

This paper cites In IJCNN.

Modeling All Response Surfaces in One for Conditional Search Spaces In IJCNN

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:10.003044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.233379Z digest=sha256:bf077460b7e0351ffd4d2f49026803ed77deae361a7ffa5d92ce64aa8825da00

Observation bc024a47-20ba-473b-b331-6fb58a4bbe70 · outbound

This paper cites In NeurIPS.

Modeling All Response Surfaces in One for Conditional Search Spaces In NeurIPS

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:44:09.940360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T21:44:09.253176Z digest=sha256:9d37ffb239cf7c8f24d31cffb010553c7d067c610151b3f92de5146c975f356d

Pith citing papers

No inbound Pith citation observations are available.