Vijay Arya
4 papers · 2017–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Mega-Team
(20)
Conferences
AAAI (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
explainable ai
(3)
feature attribution
(2)
model interpretability
(2)
time series forecasting
(1)
regression analysis
(1)
data summarization
(1)
local explanation
(1)
data-driven modeling
(1)
invariant risk minimization
(1)
solar irradiance forecasting
(1)
algorithm explanation
(1)
clear sky model
(1)
open source toolkit
(1)
algorithm transparency
(1)
Papers
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning
NIPS 2023
AI Explainability 360: Impact and Design
AAAI 2022
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models
JMLR 2020
Blue Skies: A Methodology for Data-Driven Clear Sky Modelling
IJCAI 2017