Fetching the paper…
Reading the bibliography…
Machine learning (ML) and artificial intelligence (AI) conferences including NeurIPS and ICML have experienced a significant decline in peer review quality in recent years.
1901
Earlier work this paper cites.
Arous I, Yang J, Khayati M, Cudré-Mauroux P (2021) Peer grading the peer reviews: A dual-role approach for lightening the scholarly paper review process. Proceedings of the Web Conference 2021 , 1916–1927
1927
Earlier work this paper cites.
Aitchison J, Silvey S (1958) Maximum-likelihood estimation of parameters subject to restraints. The Annals of Mathematical Statistics 29(3):813–828
1958
Earlier work this paper cites.
Kruskal JB (1964) Nonmetric multidimensional scaling: a numerical method. Psychometrika 29(2):115–129
1964
Earlier work this paper cites.
Barlow RE, Bartholomew DJ, Bremner JM, Brunk H (1972) Statistical inference under order restrictions: The theory and application of isotonic regression (Wiley New York)
1972
Earlier work this paper cites.
Holmström BR (1978) On Incentives and Control in Organizations. (Stanford University)
1978
Earlier work this paper cites.
Marshall AW, Olkin I, Arnold BC (1979) Inequalities: theory of majorization and its applications , volume 143 (Springer)
1979
Earlier work this paper cites.
Crawford VP, Sobel J (1982) Strategic information transmission. Econometrica: Journal of the Econometric Society 1431–1451
1982
Earlier work this paper cites.
Arnold BC (1987) Majorization and the Lorenz order: A brief introduction (Springer-Verlag Lecture Notes in Statistics, vol. 43)
1987
Earlier work this paper cites.
Robertson T, Wright FT, Dykstra RL (1988) Order restricted statistical inference (John Wiley & Sons)
1988
Earlier work this paper cites.
Kreps DM (1990) A course in microeconomic theory (Princeton University Press)
1990
Earlier work this paper cites.
Melumad ND, Shibano T (1991) Communication in settings with no transfers. The RAND Journal of Economics 173–198
1991
Earlier work this paper cites.
Van Rooyen S, Godlee F, Evans S, Black N, Smith R (1999) Effect of open peer review on quality of reviews and on reviewers’ recommendations: a randomised trial. Bmj 318(7175):23–27
1999
Earlier work this paper cites.
Krishna V, Maenner E (2001) Convex potentials with an application to mechanism design. Econometrica 69(4):1113–1119
2001
Earlier work this paper cites.
Battaglini M (2002) Multiple referrals and multidimensional cheap talk. Econometrica 70(4):1379–1401
2002
Earlier work this paper cites.
Johnstone IM (2002) Function estimation and Gaussian sequence models. Unpublished manuscript 2(5.3):2
2002
Earlier work this paper cites.
Zhang CH (2002) Risk bounds in isotonic regression. The Annals of Statistics 30(2):528–555
2002
Earlier work this paper cites.
2004
Earlier work this paper cites.
Martimort D, Semenov A (2006) Continuity in mechanism design without transfers. Economics Letters 93(2):182–189
2006
Cited alongside, same era.
Chakraborty A, Harbaugh R (2007) Comparative cheap talk. Journal of Economic Theory 132(1):70–94
2007
Cited alongside, same era.
Levy G, Razin R (2007) On the limits of communication in multidimensional cheap talk: a comment. Econometrica 75(3):885–893
2007
Cited alongside, same era.
Chakraborty A, Harbaugh R (2010) Persuasion by cheap talk. American Economic Review 100(5):2361–2382
2010
Cited alongside, same era.
2010
Cited alongside, same era.
Kobren A, Saha B, McCallum A (2019) Paper matching with local fairness constraints. Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining , 1247–1257
2019
Later among the works it cites.
Jecmen S, Zhang H, Liu R, Shah N, Conitzer V, Fang F (2020) Mitigating manipulation in peer review via randomized reviewer assignments. Advances in Neural Information Processing Systems 33:12533–12545
2020
Later among the works it cites.
Sun SH (2020) ICLR2020-openreviewdata. https://github.com/shaohua0116/ICLR2020-OpenReviewData
2020
Later among the works it cites.
Noothigattu R, Shah N, Procaccia A (2021) Loss functions, axioms, and peer review. Journal of Artificial Intelligence Research 70:1481–1515
2021
Later among the works it cites.
Su WJ (2021) You are the best reviewer of your own papers: An owner-assisted scoring mechanism. Advances in Neural Information Processing Systems , volume 34, 27929–27939
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Gneiting T (2011) Making and evaluating point forecasts. Journal of the American Statistical Association 106(494):746–762
2011
Cited alongside, same era.
2011
Cited alongside, same era.
2012
Cited alongside, same era.
Amador M, Bagwell K (2013) The theory of optimal delegation with an application to tariff caps. Econometrica 81(4):1541–1599
2013
Cited alongside, same era.
2014
Cited alongside, same era.
Frankel A (2014) Aligned delegation. American Economic Review 104(1):66–83
2014
Cited alongside, same era.
Bogdan M, Van Den Berg E, Sabatti C, Su W, Candès EJ (2015) Slope—Adaptive variable selection via convex optimization. The Annals of Applied Statistics 9(3):1103–1140
2015
Cited alongside, same era.
2021
Later among the works it cites.
2022
Closest in time.
Ouyang L, Wu J, Jiang X, Almeida D, Wainwright C, Mishkin P, Zhang C, Agarwal S, Slama K, Ray A, et al. (2022) Training language models to follow instructions with human feedback. Advances in neural information processing systems 35:27730–27744
2022
Closest in time.
Su B, Zhang J, Collina N, Yan Y, Li D, Cho K, Fan J, Roth A, Su W (2025b) The ICML 2023 ranking experiment: Examining author self-assessment in ML/AI peer review. Journal of the American Statistical Association (with Discussion) 1–16
2023
Closest in time.
2023
Closest in time.
2023
Closest in time.
Xu Y, Jecmen S, Song Z, Fang F (2023) A one-size-fits-all approach to improving randomness in paper assignment. Advances in Neural Information Processing Systems 36:14445–14468
2023
Closest in time.
Leyton-Brown K, Nandwani Y, Zarkoob H, Cameron C, Newman N, Raghu D, et al. (2024) Matching papers and reviewers at large conferences. Artificial Intelligence 331:104119
2024
Closest in time.
Liang W, Zhang Y, Cao H, Wang B, Ding DY, Yang X, Vodrahalli K, He S, Smith DS, Yin Y, McFarland DA, Zou J (2024) Can large language models provide useful feedback on research papers? A large-scale empirical analysis. NEJM AI 1(8), URL http://dx.doi.org/10.1056/AIoa2400196
2024
Closest in time.
PaperCopilot (2025a) https://papercopilot.com/statistics/neurips-statistics/
2025
Closest in time.
PaperCopilot (2025b) https://papercopilot.com/statistics/icml-statistics
2025
Closest in time.
Reddit discussants (2021) [D] Peer Review is still BROKEN! The NeurIPS 2021 Review Experiment (Yannic Kilcher). Reddit r/MachineLearning, retrieved February 9, 2025 from https://www.reddit.com/r/MachineLearning/comments/r24rp7/d_peer_review_is_still_broken_the_neurips_2021//
2025
Closest in time.
Yan Y, Su WJ, Fan J (2025) Isotonic Mechanism for exponential family estimation in machine learning peer review. Journal of the Royal Statistical Society Series B: Statistical Methodology
2025
Closest in time.