There are many prestigious conferences for the machine learning community, where researchers and practitioners can present their latest findings, exchange ideas, and network with each other. Some of the most well-known and influential conferences are are follows.
Top Three:
- International Conference on Machine Learning (ICML): Google Scholar Link
The International Conference on Machine Learning (ICML) is the leading international academic conference in machine learning. Along with NeurIPS and ICLR, it is one of the three primary conferences of high impact in machine learning and artificial intelligence research.[1] It is supported by the (IMLS). Precise dates vary year to year, but paper submissions are generally due at the end of January, and the conference is generally held the following July. The first ICML was held 1980 in Pittsburgh.[2][3] - Neural Information Processing Systems (NeurlPS): Google Scholar Link
The Conference and Workshop on Neural Information Processing Systems (abbreviated as NeurIPS and formerly NIPS) is a machine learning and computational neuroscience conference held every December. The conference is currently a double-track meeting (single-track until 2015) that includes invited talks as well as oral and poster presentations of refereed papers, followed by parallel-track workshops that up to 2013 were held at ski resorts.
- International Conference on Learning Representations (ICLR): Google Scholar Link
The International Conference on Learning Representations (ICLR) is a machine learning conference typically held in late April or early May each year. The conference includes invited talks as well as oral and poster presentations of refereed papers. Since its inception in 2013, ICLR has employed an open peer review process to referee paper submissions (based on models proposed by Yann LeCun[1]). In 2019, there were 1591 paper submissions, of which 500 accepted with poster presentations (31%) and 24 with oral presentations (1.5%).[2]. In 2021, there were 2997 paper submissions, of which 860 were accepted (29%).[3].
