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 Clément HonglerExport this event to calendar

Wednesday, November 4, 2020 — 11:00 AM EST

Please Note: This seminar will be given online.

Probability Seminar Series

Clément Hongler, Professor

École polytechnique fédérale de Lausanne

Link to join seminar: Hosted on Webex.

Neural Tangent Kernel and Applications.


The Neural Tangent Kernel is a new way to understand the gradient descent in deep neural networks, connecting them with kernel methods. In this talk, I'll introduce this formalism and give a number of results on the neural tangent kernel and explain how they give us insight into the dynamics of neural networks during training and into their generalization features. Based off joint works with Arthur Jacot and Franck Gabriel.

S M T W T F S
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
1
2
3
4
5
  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)