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Final presentations.

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11/6 | Verifying neural networks <br> **Reading:** [*AI2: Safety and Robustness Certification of Neural Networks with Abstract Interpretation*](https://files.sri.inf.ethz.ch/website/papers/sp2018.pdf) <br> **See also:** [*DL2: Training and Querying Neural Networks with Logic*](http://proceedings.mlr.press/v97/fischer19a/fischer19a.pdf) | JH | --- | 11/6 | Verifying neural networks <br> **Reading:** [*AI2: Safety and Robustness Certification of Neural Networks with Abstract Interpretation*](https://files.sri.inf.ethz.ch/website/papers/sp2018.pdf) <br> **See also:** [*DL2: Training and Querying Neural Networks with Logic*](http://proceedings.mlr.press/v97/fischer19a/fischer19a.pdf) | JH | --- |
11/8 | Verifying probabilistic programs <br> **Reading:** [*A Program Logic for Union Bounds*](https://arxiv.org/pdf/1602.05681) <br> **See also:** [*Advances and Challenges of Probabilistic Model Checking*](https://www.prismmodelchecker.org/papers/allerton10.pdf) | JH | Miru | MS2 Due 11/8 | Verifying probabilistic programs <br> **Reading:** [*A Program Logic for Union Bounds*](https://arxiv.org/pdf/1602.05681) <br> **See also:** [*Advances and Challenges of Probabilistic Model Checking*](https://www.prismmodelchecker.org/papers/allerton10.pdf) | JH | Miru | MS2 Due
| <center> <h4> **No&nbsp;Lectures:&nbsp;Work&nbsp;on&nbsp;Projects** </h4> </center> | | | | <center> <h4> **No&nbsp;Lectures:&nbsp;Work&nbsp;on&nbsp;Projects** </h4> </center> | | |
12/11 | Project Presentations 1 | | Final Projects | 12/9 | Project Presentations 1 <br> Robert, Noor, Shashank <br> Jack L., Geetika <br> Zi <br> Vibhor, Varun, Adarsh | | |
12/13 | Project Presentations 2 <br> **TIME AND PLACE: TBD** | | | 12/11 | Project Presentations 2 <br> Siddhant, Goutham, Somya <br> Nat, Zach, Jialu <br> Miru, Pierre, Jack S. <br> Shengwen, Rajan, Bobby | | Final Writeups |