An Interpretable Alternative to AutoEncoders. Breaking down: "DB-KSVD: Scalable Alternating Optimization for Disentangling High-Dimensional Embedding Spaces"
This felt like a graduate level course, haha, I learned a lot! Thanks for the breakdown
That was the goal.
Thanks for writing this up! This is very interesting.
On a side note, I think to become better memes I've gotta watch more anime.
Yep
This is a fantastic breakdown!
DB-KSVD shows that interpretability isn’t just an academic exercise, it’s becoming a practical, scalable tool.
The convergence with SAEs highlights how close we are to hitting fundamental limits in linear embeddings.
yes
This felt like a graduate level course, haha, I learned a lot! Thanks for the breakdown
That was the goal.
Thanks for writing this up! This is very interesting.
On a side note, I think to become better memes I've gotta watch more anime.
Yep
This is a fantastic breakdown!
DB-KSVD shows that interpretability isn’t just an academic exercise, it’s becoming a practical, scalable tool.
The convergence with SAEs highlights how close we are to hitting fundamental limits in linear embeddings.
yes