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Rachel Cummings

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IEOR 8100 / COMS 6998 Foundations of Data Privacy

HomeSchedule

Tentative class schedule.  Check back frequently for updates.

DateTopicReadingAssignment
9-Sept DP definition, Laplace Mech, Rand RespCh 1 – 3.3
16-Sept Exponential mech, DP propertiesCh 3.4HW 0 due 
23-Sept Sparse VectorCh 3.5, 3.6HW 1 due
30-Sept SmallDBCh 4.1, 4.2 
6-Oct Private Multiplicative Weights  HW 2 due
13-Oct Beyond Worst-caseCh 7.1, 7.2 HW 3 due
20-Oct Continual observation/releaseCh 12.3 Proposal due
27-Oct Local privacy  
3-Nov Federated learning  
10-Nov   
17-Nov   
24-Nov Thanksgiving (no class)  
1-Dec   
8-DecStudent presentations 
15-DecFinal exams (no class)Project due

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Rachel Cummings
Associate Professor, Department of Industrial Engineering and Operations Research
Affiliate, Department of Computer Science
Co-chair of Cybersecurity Research Center, Data Science Institute
Columbia University
rac2239 [at] columbia [dot] edu
Office: Mudd 535E

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