Personalized Machine Learning

Calendar

*Last updated, 03/10/2017*

Week 1 (02/09) Intro Lecture & invited speaker: Prof. Susan A. Murphy - CANCELLED BECAUSE OF THE MIT's CLOSURE DUE TO THE SNOWSTORM!

Week 2 (02/16) Intro Lecture & Datasets & Projects Discussion

Week 3 (02/23) Project Proposals: Drafts (Due: Week 10)

Week 4 (03/02) Domain Adaptation (Background Materials and Papers Discussion)

Week 5 (03/09) Active Learning (Background Materials and Papers Discussion)

Week 6 (03/16) Deep Neural Networks (Background Materials and Papers Discussion) + Homework 1 (Due: Week 10)

Week 7 (03/23) Gaussian Processes (Background Materials and Papers Discussion) + Homework 2 (Due: Week 12 )

Week 8 (03/30) Spring break

Week 9 (04/06) Members week -- Personalized Machine Learning Workshop

Week 10 (04/13) Project Progress and Discussion

Week 11 (04/20) Project Progress and Discussion

Week 12 (04/27) Project Progress and Discussion

Week 13 (05/04) Meetings with staff

Week 14 (05/11) Final Projects Presentations

Week 15 (05/18) Final Projects Presentations

We will also have an extra hour per week for recitation of the course materials. This will take place on Fridays 12noon-1pm. The instructors and TAs will provide here further details about the datasets, available Matlab/Python code that will be used for homework and final projects, giving students hands-on practice in data analysis tools.