Mar 5, 2024 · Abstract page for arXiv paper 2403.04805: Not all tickets are equal and we know it: Guiding pruning with domain-specific knowledge.

Mar 5, 2024 · Not all tickets are equal – and we know it: ... A general trend across all ... Proving the lottery ticket hypothesis: Pruning is all you need.

This work shows that domain specific structural information bears the potential to improve model-derived scientific insights, and proposes DASH, ...

Mar 11, 2024 · Not all tickets are equal and we know it: Guiding ... Not all tickets are equal and we know it: Guiding pruning with domain-specific knowledge.

Title:Not all tickets are equal and we know it: Guiding pruning with domain-specific knowledge ; Subjects: Machine Learning (cs.LG); Quantitative Methods (q-bio.

The author argues that guiding pruning with domain-specific knowledge can lead to more meaningful and interpretable neural network models, as demonstrated ...

Not all tickets are equal and we know it: Guiding pruning with domain-specific knowledge ... Neural structure learning is of paramount importance for scientific ...

Not all tickets are equal and we know it: Guiding pruning with domain-specific knowledge ... Towards strong pruning for lottery tickets with non-zero biases ...

Towards strong pruning for lottery tickets with non-zero biases ... Not all tickets are equal and we know it: Guiding pruning with domain-specific knowledge.

Not all tickets are equal and we know it: Guiding pruning with domain-specific knowledge · Scaling up Continuous-Time Markov Chains Helps Resolve ...