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AISTATS 2027

International Conference on Artificial Intelligence and Statistics

PMLRML
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Paper submission · Oct 6, 2026 ✓ verified

Due this week · deadline is AoE (UTC-12)

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AbstractSep 25, 2026est.
Paper submissionOct 6, 2026✓ verified

From past proceedings

Papers in AISTATS's main DBLP volume each year, not official acceptance counts.

Full proceedings stats →

Papers in 2025

583

main DBLP volume

5-year change

+38%

vs 2020

Acceptance rate, 2025 (reported)

31%

583 of 1861 submitted · source ↗

Authors per paper

3.8

3.0 in 2015

By an entirely new team

26%

of 2025 papers

Papers per year1995 to 2025
1995: 42 papers1997: 58 papers1999: 45 papers2001: 46 papers2003: 44 papers2005: 57 papers2013: 71 papers2014: 121 papers2015: 126 papers2016: 164 papers2017: 167 papers2018: 216 papers2019: 360 papers2020: 423 papers2021: 455 papers2022: 492 papers2023: 496 papers2024: 547 papers2025: 583 papers
Read the 2025 proceedingsProceedings ↗DBLP ↗

Top keywords, 2025

optimizationestimationlinearbayesiancausalstochasticinferenceoptimalgaussianbanditsgradientsampling

Venues like AISTATS

  1. ICML International Conference on Machine Learning0.66banditsgradientstochasticcausal
  2. UAI Conference on Uncertainty in Artificial Intelligence0.62banditsbayesiangaussian processesprocesses
  3. NeurIPS Conference on Neural Information Processing Systems0.59banditsgradientregretcausal
  4. COLT Annual Conference on Learning Theory0.50banditsregretminimaxsample complexity

Most published at AISTATS

  1. Andreas Krause2014 to 202535
  2. Michael I. Jordan1997 to 202531
  3. Mihaela van der Schaar2015 to 202529
  4. Csaba Szepesvári2003 to 202423
  5. Francis R. Bach2005 to 202423

Who publishes here

Institution data is still being gathered for this venue; it fills in over the coming days.