File tree Expand file tree Collapse file tree
2025/2025_02_24_tracking_information_flow Expand file tree Collapse file tree Original file line number Diff line number Diff line change 1+ # Controlling the World by Sleight of Hand
2+
3+ Biology investigates ones among the hardest systems to model, due to
4+ their sheer complexity, but also tight coupling and multi-modality of
5+ their components. Even the acquisition of data is highly challenging,
6+ often leading to under-determination and the lack of precision and
7+ isolation.
8+
9+ In my talk, I will present Vistla, an information-theory based tool for
10+ tracking how information injected by experimental intervention
11+ percolates through a complex system. The method solves a higher-order
12+ widest path problem using interaction information as a score under data
13+ processing inequality constraints. The resulting flow tree can be used
14+ to aid forming hypotheses about the system's mechanics.
You can’t perform that action at this time.
0 commit comments