Sanjay Purushotham
4 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
π
Keyword Champion
Venues
Top co-authors
Research topics
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
Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series
ICML 2018
Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability
NeurIPS 2018