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Lectures will be loosely organized around four modules: differential privacy,
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Lectures will be loosely organized around four modules: differential privacy,
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cryptography, language-based security, and adversarial machine learning. The
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cryptography, language-based security, and adversarial machine learning. The
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instructor will give most of the lectures for the first module, on differential
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instructor will give most of the lectures for the first module, on differential
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privacy. For each of the remaining modules, the instructor will give the first
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privacy. For each of the remaining modules, I will give the first lecture
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lecture introducing the topic and background material. Then, each student will
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introducing the topic and background material. Then, each student will lead one
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lead one lecture, presenting a paper and guiding the discussion.
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lecture, presenting a paper and guiding the discussion.
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The topics we will be reading and thinking about are from the recent research
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The topics we will be reading and thinking about are from the recent research
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literature---polished enough to be peer-reviewed and published, but not always
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literature---polished enough to be peer-reviewed and published, but not always
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completely refined. Given that this is a graduate course, not all lectures are
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completely refined. Given that this is a graduate course, not all lectures are
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set in stone and there is some flexibility in the choice of topics. Students
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set in stone and there is considerable flexibility in the topics. If you are
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with interested in specific topics not covered in the syllabus should feel free
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interested in something not covered in the syllabus, please let me know.
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to contact the instructor.
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## Readings and Homework
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## Readings and Homework
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Paper discussions are a core component of this course. Students are expected to
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Paper discussions are a core component of this course. You are expected to
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read papers before lecture, attend lectures, and participate in discussions.
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read papers before lecture, attend lectures, and participate in discussions.
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Before every lecture presenting a paper, students are expected to read the paper
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Before every lecture presenting a paper, students are expected to read the paper
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closely and understand its significance, including (a) the problem addressed by
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closely and understand its significance, including (a) the problem addressed by
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the paper, (b) the main contributions of the paper, and (c) how the authors
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the paper, (b) the main contributions of the paper, and (c) how the authors
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solve the problem in some technical detail.
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solve the problem in some technical detail.
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The instructor will also send out 2-3 questions before every paper presentation.
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I will also send out 2-3 questions at least 24 hours before every paper
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Students will submit brief answers---no more than 1-2 paragraphs per
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presentation. You should send me brief answers---no more than a few sentences
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question---before the lecture. These questions are meant to make sure you have
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per question---before the lecture. These questions are meant to help you
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understood the paper at a high level and prepare for the discussion in class,
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prepare for the discussion in class, they are not meant to be very difficult or
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they are not meant to be very difficult or time-consuming.
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time-consuming and they will not be graded very thoroughly.
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## Course Project
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## Course Project
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Students will work individually or in pairs on a topic of their choice,
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The other main component is the course project. You will work individually or in
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producing a conference-style write-up and presenting their project at the end of
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pairs on a topic of their choice, producing a conference-style write-up and
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the semester. This project should have the potential to turn into a research
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presenting their project at the end of the semester. This project should have
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paper or survey. Details can be found [here](projects/details.md).
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the potential to turn into a research paper or survey. Details can be found
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[here](projects/details.md).
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## Grading and Evaluation
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## Grading and Evaluation
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## Academic Integrity
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## Academic Integrity
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Pre-lecture questions should be done individually. The final project may be done
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The final project may be done individually or in groups of two students.
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individually or in groups of two students. Collaboration projects with people
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Collaborative projects with people outside the class may be allowed, but please
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outside the class may be allowed, but must be approved by the instructor.
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check with me beforehand.
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@ -16,7 +16,7 @@ complete a final project.
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Please use the mailing list if you want to contact the whole course:
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Please use the mailing list if you want to contact the whole course:
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- [compsci839-1-f18@lists.wisc.edu](compsci839-1-f18@lists.wisc.edu).
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- [compsci839-1-f18@lists.wisc.edu](compsci839-1-f18@lists.wisc.edu)
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All registered students should be on this list. If you are not registered but
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All registered students should be on this list. If you are not registered but
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would like to follow along, please let me know and I will try to add you.
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would like to follow along, please let me know and I will try to add you.
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@ -27,9 +27,9 @@ right place, please start the subject with **CS839**.
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## Course Staff
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## Course Staff
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- **Instructor**: Justin Hsu
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- **Instructor**: Justin Hsu
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- **Email**: email@justinh.su
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- **Email**: email@justinh.su
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- **Location**: TBD
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- **Location**: TBD
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- **Office hours**: TBD
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- **Office hours**: TBD
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## FAQ
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## FAQ
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# Project Details
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This course covers a wide range of topics in security and privacy. The goal of
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This course covers a wide range of topics in security and privacy. The goal of
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the course project is to dive more deeply into a particular topic individually
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the course project is to dive more deeply into a particular topic individually
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or in groups of two. This project could take different forms:
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or in groups of two. A good project could potentially lead to a publishable
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result. This project could take different forms:
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- **Theoretical**: Extend a technique, explore a new application, or develop
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- **Theoretical**: Extend a technique, explore a new application, or develop
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some other kind of conceptual contribution.
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some other kind of conceptual contribution.
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@ -11,27 +14,33 @@ or in groups of two. This project could take different forms:
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research area. Summarize the significance, then compare and contrast.
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research area. Summarize the significance, then compare and contrast.
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- **Other**: Feel free to propose other kinds of projects.
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- **Other**: Feel free to propose other kinds of projects.
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A good project will be the start of a potentially publishable result.
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If at any point you have trouble finding a project, run into difficulties, or
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just want some advice, **please come talk to me** and I will try to help you get
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unstuck.
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## Deliverables
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## Deliverables
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In order to keep projects on track, each group will turn in two short (**1-2
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In order to keep projects on track, each group will turn in two milestone
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pages**) milestone reports along the way. At one-third of the way through, you
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reports along the way, **1-2 pages each**. At one-third of the way through, you
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should have settled on a project goal and made some exploratory steps.
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should have settled on a project goal and made some exploratory steps.
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- **Milestone 1**. Describe the project goal concretely, summarize what
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- **Milestone 1**. Describe the project goal concretely, summarize what
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preliminary things have been tried, and plan out which directions to explore
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preliminary things have been tried, and plan out which directions to explore
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next.
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next. [Heilmeier's
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Catechism](https://en.wikipedia.org/wiki/George_H._Heilmeier#Heilmeier%27s_Catechism)
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is a good series of questions to keep in mind.
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At two-thirds of the way through, the project should be progressing and it
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At two-thirds of the way through, the project should be progressing and it
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should be clear what remains to be done.
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should be clear what remains to be done.
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- **Milestone 2**. Clarify the project goal if it has changed, summarize current
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- **Milestone 2**. Clarify the project goal, summarize current progress, and
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progress, and plan out how to finish remaining items.
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plan out how to finish remaining items. Describe what you think can definitely
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be done, along with further reach goals that might be possible.
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Besides the milestones, the main deliverable of the project will be a final
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Besides the milestones, the main deliverable of the project will be a final
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report, around **15-20 pages** in length. Reports should be written in a
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report, around **15-20 pages** in length. Reports should be written in a
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research paper style, covering the following broad areas in some order:
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research paper style, covering the following broad areas in some reasonable
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order:
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- **Introduce** the problem and the motivation.
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- **Introduce** the problem and the motivation.
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- **Review** background and preliminary material.
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- **Review** background and preliminary material.
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- **Survey** related work.
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- **Survey** related work.
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- **Summarize** and evaluate the results.
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- **Summarize** and evaluate the results.
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At the end of the course, each group will present their project in class.
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At the end of the course, each group will give a brief project presentation in
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class.
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## Deadlines
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## Deadlines
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The most immediate task is to form groups (if desired) and select a preliminary
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See [here](../schedule/deadlines.md).
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project topic. Discuss with the instructor or send an email with the project
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topic and group members (less ideal) by **???**.
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Deadlines for the deliverables are [here](../schedule/deadlines.md).
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## Language-Based Security
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## Language-Based Security
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- [Jif](https://www.cs.cornell.edu/jif/)
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- [Jif](https://www.cs.cornell.edu/jif/)
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- [FlowCaml](https://opam.ocaml.org/packages/flowcaml/flowcaml.1.07/)
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- [FlowCaml](https://opam.ocaml.org/packages/flowcaml/flowcaml.1.07/)
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## Adversarial Machine Learning
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Before class on the dates indicated.
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The first key date is **September 19**. Before this date, you should:
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## Course Deadlines
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- **Check in** with me briefly.
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- **Check in with instructor**: TBD
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- **Sign up** to present a paper.
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- **Sign up to present paper**: TBD
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- **Choose** a project topic and form groups. This is not a firm commitment, but
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- **Check-up questions**: Before each paper presentation.
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you should have an initial direction.
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## Project Deadlines
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## Project Deadlines
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- **Choose topic**: TBD
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- Milestone 1: **October 15**
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- **Milestone 1**: TBD
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- Milestone 2: **November 14**
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- **Milestone 2**: TBD
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- Final writeup and presentation: TBD
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- **Final writeup**: TBD
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Reference in New Issue