Sanjeeb Dash
8 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7) π Cross-Pollinator (7)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Conferences
AISTATS (2)
ICML (2)
NIPS (2)
AAAI (1)
JMLR (1)
Top co-authors
Keywords
integer programming
(5)
column generation
(3)
disjunctive normal form
(2)
causal structure learning
(1)
nonnegative matrix factorization
(1)
low-rank approximation
(1)
linear programming
(1)
first-order logic
(1)
hierarchical partitioning
(1)
multilabel classification
(1)
interpretable classification
(1)
multiple hypothesis testing
(1)
latent variable
(1)
generalized linear model
(1)
interpretable model
(1)
fairness constraint
(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
Rule Induction in Knowledge Graphs Using Linear Programming
AAAI 2023
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
AISTATS 2023
Interpretable and Fair Boolean Rule Sets via Column Generation
JMLR 2023
Integer Programming for Causal Structure Learning in the Presence of Latent Variables
ICML 2021
Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping
NIPS 2020
Generalized Linear Rule Models
ICML 2019
Boolean Decision Rules via Column Generation
NIPS 2018