Sanjay Purushotham
4 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π Cross-Pollinator (11)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Keyword Champion
Conferences
AAAI (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
feature learning
(1)
neural network interpretability
(1)
deep learning
(1)
hierarchical model
(1)
survival analysis
(1)
distributionally robust optimization
(1)
multivariate time series
(1)
state-space model
(1)
deep neural network
(1)
temporal dependency
(1)
deep generative model
(1)
generalized additive model
(1)
interaction modeling
(1)
model transparency
(1)
demographic disparity
(1)
layer-wise relevance propagation
(1)
competing risk analysis
(1)
pseudo value
(1)
cumulative incidence function
(1)
federated survival analysis
(1)
Papers
Fair Federated Survival Analysis
AAAI 2025
DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis
AAAI 2021
Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability
NIPS 2018
Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series
ICML 2018