James Kotary
6 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
IJCAI (3)
AAAI (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
combinatorial optimization
(4)
model selection
(1)
ensemble learning
(1)
supervised learning
(1)
constrained optimization
(1)
automatic differentiation
(1)
neural architecture
(1)
gradient descent
(1)
constraint satisfaction
(1)
differentiable programming
(1)
deep neural network
(1)
differentiable optimization
(1)
approximate solution
(1)
np-hard problem
(1)
algorithm unrolling
(1)
solution approximation
(1)
lagrangian duality
(1)
job shop scheduling
(1)
hybrid machine learning
(1)
solver integration
(1)
Papers
End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty
UAI 2024
Differentiable Model Selection for Ensemble Learning
IJCAI 2023
Backpropagation of Unrolled Solvers with Folded Optimization
IJCAI 2023
Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method
AAAI 2022
Learning Hard Optimization Problems: A Data Generation Perspective
NIPS 2021
End-to-End Constrained Optimization Learning: A Survey
IJCAI 2021