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@ -40,7 +40,7 @@ date: September 02, 2020
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## Five modules
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## Five modules
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1. Differential privacy
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1. Differential privacy
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2. Adversarial machine learning
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2. Adversarial machine learning
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3. Crytpography in machine learning
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3. Cryptography in machine learning
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4. Algorithmic fairness
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4. Algorithmic fairness
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5. PL and verification
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5. PL and verification
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## Lecture schedule
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## Lecture schedule
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- First ten weeks: **lectures MWF**
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- First ten weeks: **lectures MWF**
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- Intensive lectures, get you up to speed
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- Intensive lectures, get you up to speed
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- M: I will present
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- I will present once a week
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- WF: You will present
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- You will present twice a week
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- Last five weeks: **no lectures**
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- Last five weeks: **no lectures**
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- Intensive work on projects
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- Intensive work on projects
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- I will be available to meet, one-on-one
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- I will be available to meet, one-on-one
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> You must attend lectures and participate
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> You are expected to attend/watch all lectures
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## Class format
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## Class format
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- Three components:
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- Three components:
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1. Paper presentations
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1. Paper presentations
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2. Presentation summaries
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2. Presentation summaries
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3. Final project
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3. Final project
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- Announcement/schedule/materials: on [website](https://pages.cs.wisc.edu/~justhsu/teaching/current/cs763/)
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- Announcement/schedule/materials on [website](https://pages.cs.wisc.edu/~justhsu/teaching/current/cs763/)
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- Class mailing list: [compsci763-1-f19@lists.wisc.edu]()
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- Discussions/forming groups on [Piazza](https://piazza.com/class/ke3clkclul16hq)
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## Paper presentations
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## Paper presentations
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- In pairs, lead a discussion on group of papers
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- In pairs, lead a discussion on group of papers
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- See website for [detailed instructions](https://pages.cs.wisc.edu/~justhsu/teaching/current/cs763/assignments/presentations/jjj)
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- See website for [detailed instructions](https://pages.cs.wisc.edu/~justhsu/teaching/current/cs763/assignments/presentations/)
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- See website for [schedule of topics](https://pages.cs.wisc.edu/~justhsu/teaching/current/cs763/schedule/lectures/)
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- See website for [schedule of topics](https://pages.cs.wisc.edu/~justhsu/teaching/current/cs763/schedule/lectures/)
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- One week **before** presentation: meet with me
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- One week **before** presentation: meet with me
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- Come prepared with presentation materials
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- Come prepared with draft slides and outline
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- Run through your outline, I will give feedback
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- Run through your outline, I will give feedback
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## Presentation summaries
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## Presentation summaries
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- Writeups will be shared with the class
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- Writeups will be shared with the class
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## Final project
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## Final project
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- In groups of three (or very rarely two)
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- In groups of 2-3
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- See website for [project details](https://pages.cs.wisc.edu/~justhsu/teaching/current/cs763/assignments/project/)
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- See website for [project details](https://pages.cs.wisc.edu/~justhsu/teaching/current/cs763/assignments/project/)
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- Key dates:
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- Key dates:
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- **October 11**: Milestone 1
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- **October 12**: Milestone 1
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- **November 8**: Milestone 2
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- **November 6**: Milestone 2
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- **End of class**: Final writeups and presentations
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- **End of class**: Final writeups and presentations
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## Todos for you
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## Todos for you
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0. Complete the [course survey](https://forms.gle/NvYx3BM7HVkuzYdG6)
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0. Complete the [course survey](https://forms.gle/NWAYMf6ZzV3bFKC46)
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1. Explore the [course website](https://pages.cs.wisc.edu/~justhsu/teaching/current/cs763/)
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1. Explore the [course website](https://pages.cs.wisc.edu/~justhsu/teaching/current/cs763/)
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2. Think about which lecture you want to present
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2. Think about which lecture you want to present
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3. Think about which lecture you want to summarize
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3. Think about which lecture you want to summarize
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4. Form project groups and brainstorm topics
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4. Form project groups and brainstorm topics
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> Signup for slots and projects [here](https://docs.google.com/spreadsheets/d/1hSbRy0mo3PjlozN0Ph1JkP5JwlRG8y7ukuCdorofncA/edit?usp=sharing)
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> Sign up for slots and projects [here](https://docs.google.com/spreadsheets/d/1Qiq6RtBiHD6x7t-wPqAykvTDdbbBvZYSMZ9FrKUHKm4/edit?usp=sharing)
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## We will move quickly
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## We will move quickly
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- First deadline: **next Monday, September 9**
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- First deadline: **next Wednesday, September 9**
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- Form paper and project groups
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- Form paper and project groups
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- Signup sheet [here](https://docs.google.com/spreadsheets/d/1hSbRy0mo3PjlozN0Ph1JkP5JwlRG8y7ukuCdorofncA/edit?usp=sharing)
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- Signup sheet [here](https://docs.google.com/spreadsheets/d/1Qiq6RtBiHD6x7t-wPqAykvTDdbbBvZYSMZ9FrKUHKm4/edit?usp=sharing)
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- Please: don't sign up for the same slot
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- First slot is soon: **Monday, September 14**
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- First slot is soon: **next Friday, September 13**
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- Only slot for presenting differential privacy
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- Only slot for presenting differential privacy
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- I will help the first group prepare
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- I will help the first group prepare
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# COVID notes
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## Norms for virtual class
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- Mute yourself when you are not talking
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- Recommended (not required): turn on your video
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- Use the chat for questions/side discussions
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> If you wouldn't do something in a real classroom, you probably shouldn't do it
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> in a virtual classroom.
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## Guidelines for discussion
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- Basically: **be nice to one another**
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- WAIT: Why Am I Talking?
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- One mic: one person speaks at a time
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## Accommodations for remote students
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- Strongly recommended to attend live lectures
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- If you can't (e.g., lecture in the middle of the night):
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- All lectures will be recorded on BBCU: watch them
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- Do **two paper reviews per week** instead of presentation+summary
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> Let me know ASAP if you are remote so I can set you up with paper reviews
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# Defining privacy
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# Defining privacy
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## What does privacy mean?
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## What does privacy mean?
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