Book: future-of-machine-intelligence-2016-O`Reilly

Introduction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii
1. Anima Anandkumar: Learning in Higher Dimensions. . . . . . . . . . . . . 1
2. Yoshua Bengio: Machines That Dream. . . . . . . . . . . . . . . . . . . . . . . . . . 9
3. Brendan Frey: Deep Learning Meets Genome Biology. . . . . . . . . . . . 17
4. Risto Miikkulainen: Stepping Stones and Unexpected Solutions in
Evolutionary Computing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
5. Benjamin Recht: Machine Learning in the Wild. . . . . . . . . . . . . . . . . 31
6. Daniela Rus: The Autonomous Car As a Driving Partner. . . . . . . . . . . 37
7. Gurjeet Singh: Using Topology to Uncover the Shape of Your Data. 43
8. Ilya Sutskever: Unsupervised Learning, Attention, and
Other Mysteries. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49
9. Oriol Vinyals: Sequence-to-Sequence Machine Learning. . . . . . . . . . 55
10. Reza Zadeh: On the Evolution of Machine Learning. . . . . . . . . . . . . . 61

Introduction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii

1. Anima Anandkumar: Learning in Higher Dimensions. . . . . . . . . . . . . 1

2. Yoshua Bengio: Machines That Dream. . . . . . . . . . . . . . . . . . . . . . . . . . 9

3. Brendan Frey: Deep Learning Meets Genome Biology. . . . . . . . . . . . 17

4. Risto Miikkulainen: Stepping Stones and Unexpected Solutions in

Evolutionary Computing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25

5. Benjamin Recht: Machine Learning in the Wild. . . . . . . . . . . . . . . . . 31

6. Daniela Rus: The Autonomous Car As a Driving Partner. . . . . . . . . . . 37

7. Gurjeet Singh: Using Topology to Uncover the Shape of Your Data. 43

8. Ilya Sutskever: Unsupervised Learning, Attention, and

Other Mysteries. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49

9. Oriol Vinyals: Sequence-to-Sequence Machine Learning. . . . . . . . . . 55

10. Reza Zadeh: On the Evolution of Machine Learning. . . . . . . . . . . . . . 61