Georgia Perakis
5 papers · 2023–2024 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Cross-Pollinator (13) ๐ Renaissance Researcher (5)
๐บ๏ธ
Taxonomy Completionist
(12)
Conferences
ICML (2)
AAAI (1)
AISTATS (1)
ICLR (1)
Top co-authors
Research topics
Keywords
neural network
(2)
computer vision
(1)
shortest path
(1)
end-to-end learning
(1)
counterfactual explanation
(1)
mixed-integer optimization
(1)
mixed-integer programming
(1)
manifold alignment
(1)
local outlier factor
(1)
optimization problem
(1)
constraint-enforcing approximator
(1)
alternate projection
(1)
constraint enforcement
(1)
constraint projection
(1)
neural network architecture
(1)
downstream optimization
(1)
Papers
Manifold-Aligned Counterfactual Explanations for Neural Networks
AISTATS 2024
A Discretization Framework for Robust Contextual Stochastic Optimization
ICLR 2024
Overcoming the Optimizerโs Curse: Obtaining Realistic Prescriptions from Neural Networks
ICML 2024
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series
ICML 2024
End-to-End Learning for Optimization via Constraint-Enforcing Approximators
AAAI 2023