DSC 140B – Representation Learning


This Week

Finals Week

Redemption Exams (Prof. Hu) on Thursday, Jun 15
Redemption Exams (Prof. Eldridge) on Tuesday, Jun 13

Week 10

Conclusion

Dr. Eldridge's Lectures

Dr. Hu's Lectures

  • Lecture 24 Autoencoders

Week 9

CNNs

Midterm 02 (Prof. Eldridge) on Thursday, Jun 01
Midterm 02 (Prof. Hu) on Friday, Jun 02

Dr. Eldridge's Lectures

Dr. Hu's Lectures

Homework 9

Was due Wednesday, Jun 14 at 23:59 PM

Lab 9

Was due Sunday, Jun 11 at 23:59 PM

Week 8

Neural Networks II

Dr. Eldridge's Lectures

Dr. Hu's Lectures

Homework 8

Was due Wednesday, May 31 at 23:59 PM

Lab 8

Was due Sunday, May 28 at 23:59 PM

Discussion 7

Week 7

Neural Networks I

Dr. Eldridge's Lectures

Dr. Hu's Lectures

Homework 7

Was due Wednesday, May 24 at 23:59 PM

Lab 7

Was due Sunday, May 21 at 23:59 PM

Discussion 6

Week 6

RBF Networks

Dr. Eldridge's Lectures

Dr. Hu's Lectures

Homework 6

Was due Wednesday, May 17 at 23:59 PM

Lab 6

Was due Sunday, May 14 at 23:59 PM

Discussion 5

Week 5

Laplacian Eigenmaps

Midterm 01 (Prof. Eldridge) on Thursday, May 04
Midterm 01 (Prof. Hu) on Friday, May 05

Dr. Eldridge's Lectures

Dr. Hu's Lectures

  • Lecture 13 Laplacian Eigenmaps I
  • Lecture 14 Laplacian Eigenmaps II

Homework 5

Was due Wednesday, May 10 at 23:59 PM

Lab 5

Was due Sunday, May 07 at 23:59 PM

Discussion 4

Week 4

Manifold Learning

Dr. Eldridge's Lectures

Dr. Hu's Lectures

Homework 4

Was due Wednesday, May 03 at 23:59 PM

Lab 4

Was due Sunday, Apr 30 at 23:59 PM

Discussion 3

Week 3

PCA

Dr. Eldridge's Lectures

Dr. Hu's Lectures

Homework 3

Was due Wednesday, Apr 26 at 23:59 PM

Lab 3

Was due Sunday, Apr 23 at 23:59 PM

Discussion 2

Week 2

Eigenvalues and Eigenvectors

Dr. Eldridge's Lectures

Dr. Hu's Lectures

Homework 2

Was due Wednesday, Apr 19 at 23:59 PM

Lab 2

Was due Sunday, Apr 16 at 23:59 PM

Discussion 1

Week 1

Introduction

Welcome to DSC 140B - Representation Learning!

Here is how to get started:

  • Read the syllabus.
  • Join our Campuswire and Gradescope with the email invitations you received earlier this week. If you didn't receive an email, you can use access code 9294 for Campuswire and Y7XEKD for Gradescope.
  • This quarter, DSC 140B will be co-taught by Justin Eldridge and Zhiting Hu. Please be aware that the lectures, discussions, and exams are unfortunately on slightly different schedules!
  • The first lectures are at the at the following times and places:
    • Dr. Justin Eldridge: Tuesday, April 04 at 11:00 AM in RWAC 0121.
    • Dr. Zhiting Hu: Monday, April 03 at 4:00 PM in WLH 2204.
  • The first discussion is at the following time and place: Monday, April 10, at 6:00 PM in WLH 2204.
  • Note that although there are two separate discussions in the schedule of classes, we have decided to merge the two into one discussion per week at the above time and place.

See you in lecture!

Dr. Eldridge's Lectures

Dr. Hu's Lectures

Homework 1

Was due Wednesday, Apr 12 at 23:59 PM

Lab 1

Was due Sunday, Apr 09 at 23:59 PM