Table 3842. History/hot topics of machine learning.
| Date |
Milestone |
Hot topics |
Expected |
People |
| Time frame |
Hot topics |
Fact |
|
| 2023 |
|
Quantum Machine Learning and Beyond |
2023-2032 |
Deep learning (DL) |
|
|
| 2012-2023 |
|
Deep learning |
|
|
DL does not like Bayesian |
|
| 2020s |
|
|
|
|
|
|
| 2013 |
Ethical AI and Explainability |
|
Future |
Bayesian as ML |
Faded away pretty quickly |
Michael Jordan |
| 2010s |
Machine Learning Applications and Automation |
|
|
|
|
|
| 2000s |
Big Data and Deep Learning |
SVMs and graphical models |
|
|
|
|
| 1990s |
Reinforcement Learning and Boosting |
|
|
|
|
|
| 1980s-1990s |
Support Vector Machines and Decision Trees |
|
|
|
|
|
| 1980s-1990s |
Connectionism and Neural Networks |
|
|
|
|
|
| 1960s-1970s |
AI Winter and Symbolic AI |
|
|
|
|
|
| 1950s-1960s |
Early Concepts and Perceptrons |
|
|
|
|
Frank Rosenblatt |
| 1940s-1950s |
Birth of Artificial Intelligence (AI) |
|
|
|
|
Alan Turing and John von Neumann |