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Update README and URLs for dependencies (#3)
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Commit updates the README to point to our published papers instead of preprints, and updates the URLs for the dependencies.
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matthewsot authored Apr 9, 2020
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49 changes: 36 additions & 13 deletions README.md
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Expand Up @@ -7,23 +7,31 @@ In particular, this repository contains the code described and utilized in the
papers:

**"Computing Linear Restrictions of Neural Networks" ([1])**
Preprint: [https://arxiv.org/abs/1908.06214](https://arxiv.org/abs/1908.06214).

[Conference on Neural Information Processing Systems (NeurIPS)
2019](https://neurips.cc/Conferences/2019)

Links:
[Paper](https://papers.nips.cc/paper/9562-computing-linear-restrictions-of-neural-networks),
[Slides](https://zenodo.org/record/3520104),
[Poster](https://zenodo.org/record/3520102)
```
@article{sotoudeh:linear_restrictions,
author = {Matthew Sotoudeh and Aditya V. Thakur},
title = {Computing Linear Restrictions of Neural Networks},
journal = {CoRR},
volume = {abs/1908.06214},
year = {2019},
url = {https://arxiv.org/abs/1908.06214},
archivePrefix = {arXiv},
eprint = {1908.06214},
@incollection{sotoudeh:linear_restrictions,
title = {Computing Linear Restrictions of Neural Networks},
author = {Sotoudeh, Matthew and Thakur, Aditya V},
booktitle = {Advances in Neural Information Processing Systems 32},
editor = {H. Wallach and H. Larochelle and A. Beygelzimer and F. d\textquotesingle Alch\'{e}-Buc and E. Fox and R. Garnett},
pages = {14132--14143},
year = {2019},
publisher = {Curran Associates, Inc.},
url = {http://papers.nips.cc/paper/9562-computing-linear-restrictions-of-neural-networks.pdf}
}
```

**"A Symbolic Neural Network Representation and its Application to
Understanding, Verifying, and Patching Networks" ([2])**
Preprint: [https://arxiv.org/abs/1908.06223](https://arxiv.org/abs/1908.06223).

Links: [Preprint](https://arxiv.org/abs/1908.06223)
```
@article{sotoudeh:symbolic_networks,
author = {Matthew Sotoudeh and Aditya V. Thakur},
Expand All @@ -38,8 +46,23 @@ Preprint: [https://arxiv.org/abs/1908.06223](https://arxiv.org/abs/1908.06223).
}
```

We will refer to these as ``[1]`` and ``[2]`` respectively in comments and
code.
**"Correcting Deep Neural Networks with Small, Generalizing Patches ([3])**

[NeurIPS 2019 Workshop on Safety and Robustness in Decision
Making](https://sites.google.com/view/neurips19-safe-robust-workshop)

Links: [Paper](https://drive.google.com/file/d/0B3mY6u_lryzdNTFaZnkzUzhuRDNnZG9rdDV5aDA2WFpBOWhN/view)
```
@inproceedings{sotoudeh:correcting_dnns_srdm19,
title={Correcting Deep Neural Networks with Small, Generalizing Patches},
author={Sotoudeh, Matthew and Thakur, Aditya V},
booktitle={NeurIPS 2019 Workshop on Safety and Robustness in Decision Making},
year={2019}
}
```

We will refer to these as ``[1]``, ``[2]``, and ``[3]`` respectively in
comments and code.

## Notation and Naming
In the papers, we often use mathematical notation that can be hard/impossible
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15 changes: 4 additions & 11 deletions WORKSPACE
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Expand Up @@ -9,7 +9,7 @@ http_archive(
build_file = "openssl.BUILD",
sha256 = "cabd5c9492825ce5bd23f3c3aeed6a97f8142f606d893df216411f07d1abab96",
strip_prefix = "openssl-1.0.2s",
urls = ["https://www.openssl.org/source/openssl-1.0.2s.tar.gz"],
urls = ["https://www.openssl.org/source/old/1.0.2/openssl-1.0.2s.tar.gz"],
)

http_archive(
Expand Down Expand Up @@ -61,9 +61,9 @@ http_archive(
http_archive(
name = "mkldnn",
build_file = "mkldnn.BUILD",
sha256 = "91fb84601c18f8a5a87eccd7b63d61f03495f36c5c533bd7f59443e4f8bb2595",
strip_prefix = "mkl-dnn-1.0.1",
urls = ["https://github.com/intel/mkl-dnn/archive/v1.0.1.tar.gz"],
sha256 = "8fee2324267811204c1f877a1dea70b23ab3d5f4c3ea0198d81f0921aa70d76e",
strip_prefix = "oneDNN-1.0.1",
urls = ["https://github.com/oneapi-src/oneDNN/archive/v1.0.1.tar.gz"],
)

http_archive(
Expand Down Expand Up @@ -168,13 +168,6 @@ http_file(
urls = ["https://files.sri.inf.ethz.ch/eran/nets/pytorch/mnist/convMedGRELU__Point.pyt"],
)

http_file(
name = "mnist_relu_convmedium_diffai_model",
downloaded_file_path = "model.eran",
sha256 = "",
urls = ["https://files.sri.inf.ethz.ch/eran/nets/pytorch/mnist/convMedGRELU__DiffAI.pyt"],
)

http_file(
name = "cifar10_relu_4_100_model",
downloaded_file_path = "model.eran",
Expand Down

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