University COVID-19 update

The University of Waterloo is constantly updating our most Frequently Asked Questions.

Questions about buildings and services? Visit the list of Modified Services.

Please note: The University of Waterloo is closed for all events until further notice.

Department Seminar by Kelly RamsayExport this event to calendar

Wednesday, October 28, 2020 — 3:00 PM EDT

Please Note: This seminar will be given online.

Student Seminar Series

Kelly Ramsay, PhD Student in Statistics
University of Waterloo

Link to join seminar: Hosted on Teams.

Introduction to Differential Privacy


The goal of the talk is to give a gentle introduction to differential privacy and present some of my recent research related to private inference. Differential privacy is a popular standard of privacy recently employed by many large institutions, notably the US census bureau and Google. We touch briefly on the origins of differential privacy before discussing the definition and some basic building blocks for constructing private algorithms. We emphasize that several connections between differential privacy and robust statistics have been identified in the literature. Our recent work explores one such connection: privatizing data depth functions. We present some general methods for privatizing depth functions and their associated medians. We also analyse the utility-privacy trade-off with some asymptotic results and present a general extension of a recent version of the propose-test-release paradigm.

S M T W T F S
29
30
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
1
2
  1. 2021 (12)
    1. May (1)
    2. April (5)
    3. March (4)
    4. February (2)
  2. 2020 (71)
    1. December (2)
    2. November (13)
    3. October (16)
    4. September (7)
    5. August (5)
    6. July (3)
    7. June (2)
    8. May (1)
    9. March (4)
    10. February (4)
    11. January (14)
  3. 2019 (65)
    1. December (3)
    2. November (8)
    3. October (8)
    4. September (4)
    5. August (2)
    6. July (2)
    7. June (2)
    8. May (6)
    9. April (7)
    10. March (6)
    11. February (4)
    12. January (13)
  4. 2018 (44)
  5. 2017 (55)
  6. 2016 (44)
  7. 2015 (38)
  8. 2014 (44)
  9. 2013 (46)
  10. 2012 (44)