| 2025 | | International Conference on Artificial Intelligence and Statistics, AISTATS 2025, Mai Khao, Thailand, 3-5 May 2025. AISTATS 2025 | Mai Khao | 2025-05-03/05 |
| 2024 | | International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. | Estación Palacio de Congresos | |
| 2023 | 26 | International Conference on Artificial Intelligence and Statistics AISTATS 2023 | Valencia | 2023-03-28/30 |
| 2022 | 25 | International Conference on Artificial Intelligence and Statistics AISTATS 2022 | | 2022-03-28/30 |
| 2021 | 24 | International Conference on Artificial Intelligence and Statistics AISTATS 2021 | | 2021-04-13/15 |
| 2020 | 23 | International Conference on Artificial Intelligence and Statistics POSTPONED AISTATS 2020 | Palermo | 2020-06-03/05 |
| 2019 | 22 | International Conference on Artificial Intelligence and Statistics AISTATS 2019, AISTATS | Naha | 2019-04-16/18 |
| 2018 | 21 | International Conference on Artificial Intelligence and Statistics AISTATS 2018, AISTATS | Lanzarote | 2018-04-09/11 |
| 2017 | 20 | International Conference on Artificial Intelligence and Statistics AISTATS 2017, AISTATS | Fort Lauderdale | 2017-04-20/22 |
| 2016 | 19 | International Conference on Artificial Intelligence and Statistics AISTATS 2016, AISTATS | Cádiz | 2016-05-09/11 |
| 2015 | 18 | International Conference on Artificial Intelligence and Statistics AISTATS 2015, AISTATS | San Diego | 2015-05-09/12 |
| 2014 | 17 | International Conference on Artificial Intelligence and Statistics AISTATS 2014, AISTATS | Reykjavík | 2014-04-22/25 |
| 2013 | 16 | International Conference on Artificial Intelligence and Statistics AISTATS 2013, AISTATS | Scottsdale | 2013-04-29 to 2013-05-01 |
| 2012 | 15 | International Conference on Artificial Intelligence and Statistics AISTATS 2012, AISTATS | La Palma | 2012-04-21/23 |
| 2011 | 14 | International Conference on Artificial Intelligence and Statistics AISTATS 2011, AISTATS | Fort Lauderdale | 2011-04-11/13 |
| 2010 | 13 | International Conference on Artificial Intelligence and Statistics AISTATS 2010, AISTATS | Sardinia | 2010-05-13/15 |
| 2010 | | Active Learning and Experimental Design workshop, In conjunction with AISTATS 2010, Sardinia, Italy, May 16, 2010 | Sardinia | |
| 2010 | | Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2010, Chia Laguna Resort, Sardinia, Italy, May 13-15, 2010 | Sardinia | |
| 2009 | 12 | International Conference on Artificial Intelligence and Statistics AISTATS 2009, AISTATS | Clearwater | 2009-04-16/19 |
| 2007 | 11 | International Conference on Artificial Intelligence and Statistics AISTATS 2007, AISTATS | Puerto Rico | 2007-03-21/24 |
| 2005 | 10 | International Conference on Artificial Intelligence and Statistics AISTATS 2005, AISTATS | Bridgetown | 2005-01-06/08 |
| 2003 | 9 | International Conference on Artificial Intelligence and Statistics AISTATS 2003, AISTATS | Key West | 2003-01-03/06 |
| 2001 | 8 | International Workshop on Artificial Intelligence and Statistics AISTATS 2001, AISTATS | Key West | 2001-01-04/07 |
| 1999 | 7 | International Workshop on Artificial Intelligence and Statistics AISTATS 1999, AISTATS | Fort Lauderdale | 1999-01-03/06 |
| 1997 | 6 | International Workshop on Artificial Intelligence and Statistics AISTATS 1997 | Fort Lauderdale | 1997-01-04/07 |
| 1995 | 5 | International Workshop on Artificial Intelligence and Statistics AISTATS 1995, AISTATS | Fort Lauderdale | 1995-01-04/07 |
| 1993 | 4 | International Workshop on Artificial Intelligence and Statistics AISTATS 1993 | Fort Lauderdale | 1993-01-01 |
| 1991 | 3 | International Workshop on Artificial Intelligence and Statistics AISTATS 1991 | Fort Lauderdale | 1991-01-01/04 |
| 1989 | 2 | International Workshop on Artificial Intelligence and Statistics AISTATS 1989 | Fort Lauderdale | 1989-01-04/07 |
| 1985 | 1 | Workshop on Artificial Intelligence and Statistics AISTATS 1985 | Princeton University | 1985-04-11/12 |