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IFT6760A Winter 2023
  • Course Description
  • Projects
  • Invited Talks
  • BeyondScaling
  • Schedule
IFT6760A Winter 2023
  • Course Description
  • Projects
  • Invited Talks
  • BeyondScaling
  • Schedule
  • More
    • Course Description
    • Projects
    • Invited Talks
    • BeyondScaling
    • Schedule

Course Description   Topics&Papers     Schedule     Reading Group


 Neural Scaling Laws Workshops Invited Talks   

Here is a suggested list of topics and papers - still UNDER CONSTRUCTION.

If you would like to suggest a relevant paper not in the list, please contact the instructor and/or the TAs (contact info on the course descriptions page).   Here is  paper presentations and final projects: schedule & sign up sheet.

AI Safety & Alignment;  AI, Philosophy & Ethics

Foundation Models

Neural Scaling Laws

Phase Transitions and Emergent Behaviors

Scaling Laws in Nature

Continual Learning @ Scale

Generalization (iid and ood)

Sparsity and  Compression

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