Top Machine Learning Publications in 2017 - Hand-Picked Free Papers

Top ML Publications 2017.md

Sources:

http://www.arxiv-sanity.com/top?timefilter=year&vfilter=all

https://scholar.google.com/scholar?hl=en&as_sdt=1%2C5&as_ylo=2017&q=machine+learning&btnG=

https://academic.microsoft.com/#/search?iq=@machine%20learning%202017@&q=machine%20learning%202017&filters=&from=0&sort=3

1. Convolutional Sequence to Sequence Learning

https://academic.microsoft.com/#/detail/2613904329

https://goo.gl/tFNoCp

2. Mask R-CNN

https://academic.microsoft.com/#/detail/2599765304

https://goo.gl/CsGe7K

3. Attention is All you Need

https://academic.microsoft.com/#/detail/2626778328

https://goo.gl/BFYqyu

4. Self-Normalizing Neural Networks

https://academic.microsoft.com/#/detail/2624413595

https://goo.gl/Jacf8t

5. Dynamic Routing Between Capsules

https://academic.microsoft.com/#/detail/2751777443

https://goo.gl/Nhx9SA

6. Deep reinforcement learning: An overview

https://academic.microsoft.com/#/detail/2580175322

https://goo.gl/pAS73k

7. Target-driven visual navigation in indoor scenes using deep reinforcement learning

https://academic.microsoft.com/#/detail/2522340145

https://goo.gl/ftBHxy

8. Wasserstein GAN

https://goo.gl/ZAB9u1

9. Quantum Machine Learning

https://www.nature.com/articles/nature23474

https://academic.microsoft.com/#/detail/2559394418

https://goo.gl/ZuJzU8

10. Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy

https://academic.microsoft.com/#/detail/2756359217

https://dalpozz.github.io/static/pdf/TNNLS_2017.pdf