Workshops

Spring 2019

Beyond Differential Privacy

May 6, 2019 to May 10, 2019

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Click on the titles of individual talks for abstract, slides and archived video.

Monday, May 6th, 2019
9:00 am–9:20 am		Coffee and Check-in
9:20 am–9:30 am		Opening Remarks
9:30 am–10:15 am		Societal Concerns in Targeted Advertising Aleksandra Korolova (University of Southern California)
10:15 am–10:30 am		Questions/Discussion
10:30 am–11:00 am		Break
11:00 am–11:30 am		Getting AI to Forget About You: Data Deletion From Machine Learning Models James Zou (Stanford University)
11:30 am–12:00 pm		Optimal Privacy-Constrained Mechanisms Xiaosheng Mu (Columbia University and Cowles Foundation)
12:00 pm–2:00 pm		Lunch
2:00 pm–2:45 pm		Checks and Balances in Governance by AI Niva Elkin-Koren (University of Haifa)
2:45 pm–3:00 pm		Questions/Discussion
3:00 pm–3:30 pm		Break
3:30 pm–4:30 pm		Unbaked Ideas
4:30 pm–5:30 pm		Opening Reception

Tuesday, May 7th, 2019
9:00 am–9:30 am		Coffee and Check-in
9:30 am–10:15 am		Algorithm Design and Law: Potential and Challenges Inbal Talgam-Cohen (Technion)
10:15 am–10:30 am		Questions/Discussion
10:30 am–11:00 am		Break
11:00 am–11:30 am		Preference Informed Fairness Gal Yona (Weizmann Institute)
11:30 am–12:00 pm		Tracking and Improving Information in the Service of Fairness Michael Kim (Stanford University)
12:00 pm–2:00 pm		Lunch
2:00 pm–2:45 pm		Privacy Dependencies Solon Barocas (Microsoft Research)
2:45 pm–3:00 pm		Questions/Discussion
3:00 pm–3:30 pm		Break
3:30 pm–4:30 pm		Walking Working Groups

Wednesday, May 8th, 2019
9:00 am–9:30 am		Coffee and Check-in
9:30 am–10:15 am		Unwanted Learning: What It Is, Why It Matters, and What To Do About It Vitaly Shmatikov (Cornell Tech)
10:15 am–10:30 am		Questions/Discussion
10:30 am–11:00 am		Break
11:00 am–11:30 am		Beyond Software: Hardware-Based Security Ilya Mironov (Google Brain)
11:30 am–12:00 pm		Gaussian Differential Privacy (GDP) Jinshuo Dong (University of Pennsylvania)
12:00 pm–2:00 pm		Lunch
2:00 pm–2:45 pm		Protective Optimization Technologies Seda Guerses (Catholic University of Leuven)
2:45 pm–3:00 pm		Questions/Discussion
3:00 pm–3:30 pm		Break
3:30 pm–4:00 pm		Metric Learning for Individual Fairness Christina Ilvento (Harvard University)

Thursday, May 9th, 2019
9:00 am–9:30 am		Coffee and Check-in
9:30 am–10:15 am		Making Data Great Again Julia Lane (NYU)
10:15 am–10:30 am		Questions/Discussion
10:30 am–11:00 am		Break
11:00 am–11:30 am		Contextual Online False Discovery Rate Control Shiva Kasiviswanathan (Amazon)
11:30 am–12:00 pm		Viability of a Privacy-differentiated Market for Free Online Services Lalitha Sankar (Arizona State University)
12:00 pm–2:00 pm		Lunch
2:00 pm–2:45 pm		Strategic Goals and Mechanisms of the GDPR and CCPA Chris Hoofnagle (UC Berkeley)
2:45 pm–3:00 pm		Questions/Discussion
3:00 pm–3:30 pm		Break
3:30 pm–4:30 pm		Unbaked Ideas

Friday, May 10th, 2019
9:00 am–9:30 am		Coffee and Check-in
9:30 am–10:15 am		Assumptions of Computer Science Interacting with Assumptions of Text-driven Normativities Mireille Hildebrandt (Vrije Universiteit Brussel)
10:15 am–10:30 am		Questions/Discussion
10:30 am–11:00 am		Break
11:00 am–11:30 am		On Valuing and Procuring Private Data Bo Waggoner (Microsoft Research)
11:30 am–12:00 pm		Individual Statistical Fairness Aaron Roth (University of Pennsylvania)
12:00 pm–2:00 pm		Lunch
2:00 pm–2:45 pm		Accountability in Computing Rebecca Wright (Barnard College and Rutgers University)
2:45 pm–3:00 pm		Questions/Discussion
3:00 pm–3:30 pm		Break