Asterios Tsiourvas
4 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(13)
Conferences
ICML (3)
AISTATS (1)
Top co-authors
Keywords
causal inference
(1)
interpretable model
(1)
counterfactual explanation
(1)
mixed-integer optimization
(1)
treatment effect
(1)
observational datum
(1)
mixed-integer programming
(1)
manifold alignment
(1)
local outlier factor
(1)
neural network
(1)
prescriptive analysis
(1)
piecewise linear network
(1)
Papers
Manifold-Aligned Counterfactual Explanations for Neural Networks
AISTATS 2024
Overcoming the Optimizer’s Curse: Obtaining Realistic Prescriptions from Neural Networks
ICML 2024
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series
ICML 2024
Learning Prescriptive ReLU Networks
ICML 2023