Geoffrey Negiar issues

Results 50 issues of


                                            Geoffrey Negiar

Stochastic version of Prox/FW splitting for separable variables

Stochastic version of PR #52

Make examples shorter to run

- [ ] Universal Adv Examples doesn't need to run on the full CIFAR 10 dataset - [ ] Remove dependency to ImageNet -- find a small but high resoluton...

Add L-BFGS-B

Increase docstring coverage for Optimizers

Use a github action to build Sphinx docs

Make constraints layer wise for stochastic algorithms for model training

type:enhancement

priority:high

Figure out nice plotting scheme, for real time results

Group / Fused sparse attention mechanisms

See project proposal [here](https://andre-martins.github.io/pages/project-examples-for-deep-structured-learning-fall-2019.html).

type:example

Targeted attack in Adversary

priority:high

Implement model based constraints for adversarial training

Replace $\max_\delta \mathcal L(f_\theta(x + \delta), y)$ with $\max_{g\in \mathcal G} L(f_\theta(g(x), y))$ Example: filter based models where $g$ is a piece-wise linear function.