107 citations · 161 across the 3 of their papers we have counts for
3 papers
CAPRI: Efficient Inference of Cancer Progression Models from Cross-sectional Data
Daniele Ramazzotti, Giulio Caravagna, Loes Olde Loohuis +5
We devise a novel inference algorithm to effectively solve the cancer progression model reconstruction problem. Our empirical analysis of the accuracy and convergence rate of our a…
The Temporal Logic of Causal Structures
Samantha Kleinberg, Bud Mishra
Computational analysis of time-course data with an underlying causal structure is needed in a variety of domains, including neural spike trains, stock price movements, and gene exp…
Investigating Causal Relationships in Stock Returns with Temporal Logic Based Methods
Samantha Kleinberg, Petter N. Kolm, Bud Mishra
We describe a new framework for causal inference and its application to return time series. In this system, causal relationships are represented as logical formulas, allowing us to…