Sanjeeb Dash
8 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π
Keyword Champion
(6)
Top co-authors
Research topics
Keywords
integer programming
(6)
column generation
(3)
disjunctive normal form
(2)
linear programming
(2)
interpretable machine learning
(1)
causal structure learning
(1)
low-rank approximation
(1)
first-order logic
(1)
hierarchical partitioning
(1)
interpretable classification
(1)
multiple hypothesis testing
(1)
latent variable
(1)
generalized linear model
(1)
interpretable model
(1)
fairness constraint
(1)
non-negative matrix factorization
(1)
boolean rule
(1)
knowledge graph completion
(1)
interpretable region
(1)
model diagnosis
(1)
Papers
Integer Programming Based Methods and Heuristics for Causal Graph Learning
AISTATS 2025
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
AISTATS 2023
Interpretable and Fair Boolean Rule Sets via Column Generation
JMLR 2023
Rule Induction in Knowledge Graphs Using Linear Programming
AAAI 2023
Integer Programming for Causal Structure Learning in the Presence of Latent Variables
ICML 2021
Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping
NeurIPS 2020
Generalized Linear Rule Models
ICML 2019
Boolean Decision Rules via Column Generation
NeurIPS 2018