Sara Rouhani
5 papers · 2017–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (2)
π
Cross-Pollinator
(12)
π₯
Mega-Team
(25)
π
Trend Setter
Conferences
IJCAI (3)
NIPS (2)
Top co-authors
Keywords
approximation algorithm
(3)
probabilistic graphical model
(3)
knapsack problem
(2)
graphical model
(2)
constrained optimization
(1)
model interpretability
(1)
map inference
(1)
tree decomposition
(1)
markov random field
(1)
bayesian network
(1)
counterfactual explanation
(1)
mixed integer linear programming
(1)
most probable explanation
(1)
sampling algorithm
(1)
upper bound
(1)
nearest assignment problem
(1)
number partitioning
(1)
cutset conditioning
(1)
fairness evaluation
(1)
trust in ai
(1)
Papers
Novel Upper Bounds for the Constrained Most Probable Explanation Task
NIPS 2021
A Novel Approach for Constrained Optimization in Graphical Models
NIPS 2020
Certifai: A Toolkit for Building Trust in AI Systems
IJCAI 2020
Algorithms for the Nearest Assignment Problem
IJCAI 2018
Order Statistics for Probabilistic Graphical Models
IJCAI 2017