3 citations · 4 across the 2 of their papers we have counts for
4 papers
Order-based Structure Learning with Normalizing Flows
Hamidreza Kamkari, Vahid Balazadeh, Vahid Zehtab +1
Estimating the causal structure of observational data is a challenging combinatorial search problem that scales super-exponentially with graph size. Existing methods use continuous…
Partial Identification of Treatment Effects with Implicit Generative Models
Vahid Balazadeh, Vasilis Syrgkanis, Rahul G. Krishnan
We consider the problem of partial identification, the estimation of bounds on the treatment effects from observational data. Although studied using discrete treatment variables or…
Reinforcement Learning Under Algorithmic Triage
Eleni Straitouri, Adish Singla, Vahid Balazadeh Meresht +1
Methods to learn under algorithmic triage have predominantly focused on supervised learning settings where each decision, or prediction, is independent of each other. Under algorit…
Multivariate Analysis and Visualization using R Package muvis
Elyas Heidari, Vahid Balazadeh-Meresht, Ali Sharifi-Zarchi
Increased application of multivariate data in many scientific areas has considerably raised the complexity of analysis and interpretation. Although quite a few approaches have been…