MLCrossword

2. an algorithm to efficiently calculate the gradients in a neural network
8. a neural network model whose goal is to predict the input itself
9. an open source machine learning framework based on the Torch library
12. rectified linear unit
14. happens when models fit exactly to a particular set of data and may therefore fail to fit additional data
16. involving or characterized by conflict or opposition
18. notice taken of someone or something
19. Generative Adversarial Network
20. an apparatus using mechanical power and having several parts

1. arrange (things) in sets or groups
3. the process of adding information in order to prevent overfitting
4. in contrast to feedback
5. the process of partitioning a digital image into multiple segments
6. the act or process of normalizing
7. the machine learning task of learning a function with labels' priori
10. a function derived from two given functions by integration
11. a technique used in CNN by compressesing the input representation into a lower-dimensional representation
13. a regularization technique for neural networks that prevents overfitting
15. a group or system of interconnected people or things
17. a function that can be "ON" (1) or "OFF" (0) depending on input