---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '22752'
abstract:
- lang: eng
  text: "In this note we outline a new and simple approach to proving central limit
    theorems for various ‘global’ graph parameters that have robust ‘local’ approximations,
    using the Efron–Stein inequality, which relies on a combinatorial analysis of
    the stability of these approximations under resampling an edge. As an application,
    we give short proofs of a central limit theorem for the order of the giant component
    and of the \U0001D458\r\n-core for sparse random graphs."
acknowledgement: This research was funded in whole or in part by the Austrian Science
  Fund (FWF) [10.55776/P36131 (Joshua Erde), 10.55776/I6502 (Mihyun Kang), 10.55776/ESP3863424
  (Michael Anastos)] and by the Swiss National Science Foundation (SNSF) [P500-2_235474]
  (Vincent Pfenninger). For open access purposes, the authors have applied a CC BY
  public copyright license to any author accepted manuscript version arising from
  this submission. The authors thank the reviewers for helpful comments on the paper,
  and for bringing the particular form of Theorem 2.2 to our attention.
article_number: e70464
article_processing_charge: Yes (in subscription journal)
article_type: original
arxiv: 1
author:
- first_name: Michael
  full_name: Anastos, Michael
  id: 0b2a4358-bb35-11ec-b7b9-e3279b593dbb
  last_name: Anastos
- first_name: Joshua
  full_name: Erde, Joshua
  last_name: Erde
- first_name: Mihyun
  full_name: Kang, Mihyun
  last_name: Kang
- first_name: Vincent
  full_name: Pfenninger, Vincent
  last_name: Pfenninger
citation:
  ama: Anastos M, Erde J, Kang M, Pfenninger V. A short proof of a central limit theorem
    for the order of the giant component and k-core. <i>Bulletin of the London Mathematical
    Society</i>. 2026;58(8). doi:<a href="https://doi.org/10.1112/blms.70464">10.1112/blms.70464</a>
  apa: Anastos, M., Erde, J., Kang, M., &#38; Pfenninger, V. (2026). A short proof
    of a central limit theorem for the order of the giant component and k-core. <i>Bulletin
    of the London Mathematical Society</i>. Wiley. <a href="https://doi.org/10.1112/blms.70464">https://doi.org/10.1112/blms.70464</a>
  chicago: Anastos, Michael, Joshua Erde, Mihyun Kang, and Vincent Pfenninger. “A
    Short Proof of a Central Limit Theorem for the Order of the Giant Component and
    K-Core.” <i>Bulletin of the London Mathematical Society</i>. Wiley, 2026. <a href="https://doi.org/10.1112/blms.70464">https://doi.org/10.1112/blms.70464</a>.
  ieee: M. Anastos, J. Erde, M. Kang, and V. Pfenninger, “A short proof of a central
    limit theorem for the order of the giant component and k-core,” <i>Bulletin of
    the London Mathematical Society</i>, vol. 58, no. 8. Wiley, 2026.
  ista: Anastos M, Erde J, Kang M, Pfenninger V. 2026. A short proof of a central
    limit theorem for the order of the giant component and k-core. Bulletin of the
    London Mathematical Society. 58(8), e70464.
  mla: Anastos, Michael, et al. “A Short Proof of a Central Limit Theorem for the
    Order of the Giant Component and K-Core.” <i>Bulletin of the London Mathematical
    Society</i>, vol. 58, no. 8, e70464, Wiley, 2026, doi:<a href="https://doi.org/10.1112/blms.70464">10.1112/blms.70464</a>.
  short: M. Anastos, J. Erde, M. Kang, V. Pfenninger, Bulletin of the London Mathematical
    Society 58 (2026).
das_tickbox: '0'
date_created: 2026-08-23T22:01:47Z
date_published: 2026-08-01T00:00:00Z
date_updated: 2026-09-07T13:56:17Z
day: '01'
ddc:
- '510'
department:
- _id: MaKw
doi: 10.1112/blms.70464
external_id:
  arxiv:
  - '2506.11651'
file:
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  date_created: 2026-09-07T13:53:26Z
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intvolume: '        58'
issue: '8'
language:
- iso: eng
mathsc:
- 05C80
- 60F05
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 8f906bd2-16d5-11f0-9cad-e07be8aa9ac9
  grant_number: ESP3863424
  name: Combinatorial Optimisation Problems on Sparse Random Graphs
publication: Bulletin of the London Mathematical Society
publication_identifier:
  eissn:
  - 1469-2120
  issn:
  - 0024-6093
publication_status: published
publisher: Wiley
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: A short proof of a central limit theorem for the order of the giant component
  and k-core
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 58
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '23155'
abstract:
- lang: eng
  text: "In this work we establish several monotonicity and decomposition results
    in the framework of random regular graphs. Among other results, we\r\nshow that,
    for a wide range of parameters d1 ≤ d2, there exists a coupling of\r\nG(n,d1)
    and G(n,d2) satisfying that G(n,d1) ⊆ G(n,d2) with high probability, confirming
    a conjecture of Gao, Isaev and McKay in a new regime.\r\nOur contributions include
    new tools for analysing contiguity and total variation distance between random
    regular graph models, a novel procedure for\r\ngenerating unions of random edge-disjoint
    perfect matchings, and refined estimates of Gao’s bounds on the number of perfect
    matchings in random regular graphs. In addition, we make progress towards another
    conjecture of Isaev,\r\nMcKay, Southwell and Zhukovskii."
acknowledgement: "We are grateful to Béla Bollobás, to Matthew Kwan and to Fabio\r\nToninelli
  for their helpful comments and suggestions, and to Nicholas Wormald for useful\r\nremarks
  on a preliminary version of this work and pointing us towards the reference [29].\r\nThe
  authors would also like to thank several anonymous referees for many useful suggestions,\r\nincluding
  pointing out that Lemma 2.10 already appeared in [11].\r\nPart of this research
  was done during a visit of the fourth author to IST Austria. We thank\r\nIST Austria
  for its hospitality.\r\nFor open access purposes, the authors have applied a CC
  BY public copyright license to\r\nany author accepted manuscript version arising
  from this submission. L. Hollom was supported by the Internal Graduate Studentship
  of Trinity College, Cambridge.\r\nL. Lichev was supported by the Austrian Science
  Fund (FWF) grant No. 10.55776/ESP624.\r\nA. Mond was supported by UK Research and
  Innovation grant MR/W007320/2. Wang was\r\nsupported by the ERC Starting Grant “RANDSTRUCT”
  No. 101076777."
article_processing_charge: Yes (in subscription journal)
article_type: original
arxiv: 1
author:
- first_name: Lawrence
  full_name: Hollom, Lawrence
  last_name: Hollom
- first_name: Lyuben
  full_name: Lichev, Lyuben
  id: 9aa8388e-d003-11ee-8458-c4c1d7447977
  last_name: Lichev
- first_name: Adva
  full_name: Mond, Adva
  last_name: Mond
- first_name: Julien
  full_name: Portier, Julien
  last_name: Portier
- first_name: Yiting
  full_name: Wang, Yiting
  id: 1917d194-076e-11ed-97cd-837255f88785
  last_name: Wang
citation:
  ama: Hollom L, Lichev L, Mond A, Portier J, Wang Y. Monotonicity and decompositions
    of random regular graphs. <i>Annals of Applied Probability</i>. 2026;36(5):4716-4738.
    doi:<a href="https://doi.org/10.1214/26-AAP2345">10.1214/26-AAP2345</a>
  apa: Hollom, L., Lichev, L., Mond, A., Portier, J., &#38; Wang, Y. (2026). Monotonicity
    and decompositions of random regular graphs. <i>Annals of Applied Probability</i>.
    Institute of Mathematical Statistics. <a href="https://doi.org/10.1214/26-AAP2345">https://doi.org/10.1214/26-AAP2345</a>
  chicago: Hollom, Lawrence, Lyuben Lichev, Adva Mond, Julien Portier, and Yiting
    Wang. “Monotonicity and Decompositions of Random Regular Graphs.” <i>Annals of
    Applied Probability</i>. Institute of Mathematical Statistics, 2026. <a href="https://doi.org/10.1214/26-AAP2345">https://doi.org/10.1214/26-AAP2345</a>.
  ieee: L. Hollom, L. Lichev, A. Mond, J. Portier, and Y. Wang, “Monotonicity and
    decompositions of random regular graphs,” <i>Annals of Applied Probability</i>,
    vol. 36, no. 5. Institute of Mathematical Statistics, pp. 4716–4738, 2026.
  ista: Hollom L, Lichev L, Mond A, Portier J, Wang Y. 2026. Monotonicity and decompositions
    of random regular graphs. Annals of Applied Probability. 36(5), 4716–4738.
  mla: Hollom, Lawrence, et al. “Monotonicity and Decompositions of Random Regular
    Graphs.” <i>Annals of Applied Probability</i>, vol. 36, no. 5, Institute of Mathematical
    Statistics, 2026, pp. 4716–38, doi:<a href="https://doi.org/10.1214/26-AAP2345">10.1214/26-AAP2345</a>.
  short: L. Hollom, L. Lichev, A. Mond, J. Portier, Y. Wang, Annals of Applied Probability
    36 (2026) 4716–4738.
das_tickbox: '0'
date_created: 2026-10-18T22:01:52Z
date_published: 2026-10-01T00:00:00Z
date_updated: 2026-10-19T07:39:17Z
day: '01'
ddc:
- '500'
department:
- _id: MaKw
- _id: GradSch
doi: 10.1214/26-AAP2345
external_id:
  arxiv:
  - '2505.22875'
file:
- access_level: open_access
  checksum: 46101e61d29cf40f0a204801d15a848f
  content_type: application/pdf
  creator: dernst
  date_created: 2026-10-19T07:33:58Z
  date_updated: 2026-10-19T07:33:58Z
  file_id: '23165'
  file_name: 2026_AnnalsAppliedProbability_Hollom.pdf
  file_size: 320593
  relation: main_file
  success: 1
file_date_updated: 2026-10-19T07:33:58Z
fulldoi: https://doi.org/10.1214/26-AAP2345
has_accepted_license: '1'
intvolume: '        36'
issue: '5'
keyword:
- Random regular graphs
- coupling
- contiguity
- total variation distance
- decomposition
language:
- iso: eng
mathsc:
- 05C80
month: '10'
oa: 1
oa_version: Published Version
page: 4716-4738
project:
- _id: bd95085b-d553-11ed-ba76-e55d3349be45
  grant_number: '101076777'
  name: Randomness and structure in combinatorics
- _id: e19fef4c-1f3d-11f0-ac04-b8b1af6886d8
  grant_number: E624
  name: THRESHOLDS IN SEMI-RANDOM PROCESSES AND GRAPH EMBEDDINGS
publication: Annals of Applied Probability
publication_identifier:
  eissn:
  - 2168-8737
  issn:
  - 1050-5164
publication_status: published
publisher: Institute of Mathematical Statistics
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Monotonicity and decompositions of random regular graphs
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 36
year: '2026'
...
---
OA_place: repository
OA_type: green
_id: '22157'
abstract:
- lang: eng
  text: "A graph \U0001D43A is said to be Ramsey for a tuple of graphs(\U0001D43B
    1 , … , \U0001D43B\U0001D45F ) if every \U0001D45F-coloring of the edges of \U0001D43A
    con-tains a monochromatic copy of \U0001D43B\U0001D456 in color \U0001D456, for
    some \U0001D456.A fundamental question at the intersection of Ramseytheory and
    the theory of random graphs is to deter-mine the threshold at which the binomial
    randomgraph \U0001D43A\U0001D45B,\U0001D45D becomes asymptotically almost surely
    Ram-sey for a fixed tuple (\U0001D43B 1 , … , \U0001D43B\U0001D45F ), and a famous
    conjectureof Kohayakawa and Kreuter predicts this threshold.Earlier work of Mousset–Nenadov–Samotij,
    Bowtell–Hancock–Hyde, and Kuperwasser–Samotij–Wigdersonhas reduced this probabilistic
    problem to a determinis-tic graph decomposition conjecture. In this paper, weresolve
    this deterministic problem, thus proving theKohayakawa–Kreuter conjecture. Along
    the way, weprove a number of novel graph decomposition resultsthat may be of independent
    interest."
article_number: e70013
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Micha
  full_name: Christoph, Micha
  last_name: Christoph
- first_name: Anders
  full_name: Martinsson, Anders
  last_name: Martinsson
- first_name: Raphael
  full_name: Steiner, Raphael
  last_name: Steiner
- first_name: Yuval
  full_name: Wigderson, Yuval
  id: 2d0023a0-1567-11f0-833d-d5c1e476d4b5
  last_name: Wigderson
citation:
  ama: Christoph M, Martinsson A, Steiner R, Wigderson Y. Resolution of the Kohayakawa–Kreuter
    conjecture. <i>Proceedings of the London Mathematical Society</i>. 2025;130(1).
    doi:<a href="https://doi.org/10.1112/plms.70013">10.1112/plms.70013</a>
  apa: Christoph, M., Martinsson, A., Steiner, R., &#38; Wigderson, Y. (2025). Resolution
    of the Kohayakawa–Kreuter conjecture. <i>Proceedings of the London Mathematical
    Society</i>. Wiley. <a href="https://doi.org/10.1112/plms.70013">https://doi.org/10.1112/plms.70013</a>
  chicago: Christoph, Micha, Anders Martinsson, Raphael Steiner, and Yuval Wigderson.
    “Resolution of the Kohayakawa–Kreuter Conjecture.” <i>Proceedings of the London
    Mathematical Society</i>. Wiley, 2025. <a href="https://doi.org/10.1112/plms.70013">https://doi.org/10.1112/plms.70013</a>.
  ieee: M. Christoph, A. Martinsson, R. Steiner, and Y. Wigderson, “Resolution of
    the Kohayakawa–Kreuter conjecture,” <i>Proceedings of the London Mathematical
    Society</i>, vol. 130, no. 1. Wiley, 2025.
  ista: Christoph M, Martinsson A, Steiner R, Wigderson Y. 2025. Resolution of the
    Kohayakawa–Kreuter conjecture. Proceedings of the London Mathematical Society.
    130(1), e70013.
  mla: Christoph, Micha, et al. “Resolution of the Kohayakawa–Kreuter Conjecture.”
    <i>Proceedings of the London Mathematical Society</i>, vol. 130, no. 1, e70013,
    Wiley, 2025, doi:<a href="https://doi.org/10.1112/plms.70013">10.1112/plms.70013</a>.
  short: M. Christoph, A. Martinsson, R. Steiner, Y. Wigderson, Proceedings of the
    London Mathematical Society 130 (2025).
date_created: 2026-06-29T10:50:35Z
date_published: 2025-01-01T00:00:00Z
date_updated: 2026-07-08T10:24:21Z
day: '01'
ddc:
- '500'
doi: 10.1112/plms.70013
extern: '1'
external_id:
  arxiv:
  - '2402.03045'
fulldoi: https://doi.org/10.1112/plms.70013
intvolume: '       130'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2402.03045
mathsc:
- 05C70
- 05D10
- 05C80
month: '01'
oa: 1
oa_version: Preprint
publication: Proceedings of the London Mathematical Society
publication_identifier:
  eissn:
  - 1460-244X
  issn:
  - 0024-6115
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: Resolution of the Kohayakawa–Kreuter conjecture
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 130
year: '2025'
...
---
OA_place: repository
OA_type: green
_id: '22168'
abstract:
- lang: eng
  text: "Let us say that a graph G is Ramsey for a tuple (H1, ... , Hr) of graphs
    if every r-colouring\r\nof the edges of G contains a monochromatic copy of Hi
    in colour i, for some i ∈ [[r]].\r\nA famous conjecture of Kohayakawa and Kreuter,
    extending seminal work of Rödl and\r\nRucinski, predicts the threshold at which
    the binomial random graph ´ Gn,p becomes Ramsey\r\nfor (H1, ... , Hr) asymptotically
    almost surely.\r\nIn this paper, we resolve the Kohayakawa–Kreuter conjecture
    for almost all tuples of\r\ngraphs. Moreover, we reduce its validity to the truth
    of a certain deterministic statement,\r\nwhich is a clear necessary condition
    for the conjecture to hold. All of our results actually hold in greater generality,
    when one replaces the graphs H1, ... , Hr by finite families\r\nH1, ... , Hr.
    Additionally, we pose a natural (deterministic) graph-partitioning conjecture,\r\nwhich
    we believe to be of independent interest, and whose resolution would imply the\r\nKohayakawa–Kreuter
    conjecture."
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: EDEN
  full_name: KUPERWASSER, EDEN
  last_name: KUPERWASSER
- first_name: WOJCIECH
  full_name: SAMOTIJ, WOJCIECH
  last_name: SAMOTIJ
- first_name: Yuval
  full_name: Wigderson, Yuval
  id: 2d0023a0-1567-11f0-833d-d5c1e476d4b5
  last_name: Wigderson
citation:
  ama: KUPERWASSER E, SAMOTIJ W, Wigderson Y. On the Kohayakawa–Kreuter conjecture.
    <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>. 2025;178(3):293-320.
    doi:<a href="https://doi.org/10.1017/s0305004125000143">10.1017/s0305004125000143</a>
  apa: KUPERWASSER, E., SAMOTIJ, W., &#38; Wigderson, Y. (2025). On the Kohayakawa–Kreuter
    conjecture. <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>.
    Cambridge University Press. <a href="https://doi.org/10.1017/s0305004125000143">https://doi.org/10.1017/s0305004125000143</a>
  chicago: KUPERWASSER, EDEN, WOJCIECH SAMOTIJ, and Yuval Wigderson. “On the Kohayakawa–Kreuter
    Conjecture.” <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>.
    Cambridge University Press, 2025. <a href="https://doi.org/10.1017/s0305004125000143">https://doi.org/10.1017/s0305004125000143</a>.
  ieee: E. KUPERWASSER, W. SAMOTIJ, and Y. Wigderson, “On the Kohayakawa–Kreuter conjecture,”
    <i>Mathematical Proceedings of the Cambridge Philosophical Society</i>, vol. 178,
    no. 3. Cambridge University Press, pp. 293–320, 2025.
  ista: KUPERWASSER E, SAMOTIJ W, Wigderson Y. 2025. On the Kohayakawa–Kreuter conjecture.
    Mathematical Proceedings of the Cambridge Philosophical Society. 178(3), 293–320.
  mla: KUPERWASSER, EDEN, et al. “On the Kohayakawa–Kreuter Conjecture.” <i>Mathematical
    Proceedings of the Cambridge Philosophical Society</i>, vol. 178, no. 3, Cambridge
    University Press, 2025, pp. 293–320, doi:<a href="https://doi.org/10.1017/s0305004125000143">10.1017/s0305004125000143</a>.
  short: E. KUPERWASSER, W. SAMOTIJ, Y. Wigderson, Mathematical Proceedings of the
    Cambridge Philosophical Society 178 (2025) 293–320.
date_created: 2026-06-29T10:55:00Z
date_published: 2025-04-28T00:00:00Z
date_updated: 2026-07-14T08:38:08Z
day: '28'
doi: 10.1017/s0305004125000143
extern: '1'
external_id:
  arxiv:
  - '2307.16611'
fulldoi: https://doi.org/10.1017/s0305004125000143
intvolume: '       178'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2307.16611
mathsc:
- 05C80
- 05C55
- 05D10
month: '04'
oa: 1
oa_version: Preprint
page: 293-320
publication: Mathematical Proceedings of the Cambridge Philosophical Society
publication_identifier:
  eissn:
  - 1469-8064
  issn:
  - 0305-0041
publication_status: published
publisher: Cambridge University Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: On the Kohayakawa–Kreuter conjecture
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 178
year: '2025'
...
