Sathya Ravi
4 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (2)
ICML (1)
UAI (1)
Top co-authors
Keywords
neural network training
(1)
domain adaptation
(1)
visual question answering
(1)
multimodal learning
(1)
visual reasoning
(1)
outlier detection
(1)
locality sensitive hashing
(1)
multi-class classification
(1)
linear programming
(1)
auc optimization
(1)
variational approximation
(1)
linear complexity
(1)
deep neural network
(1)
differentiable optimization
(1)
neural differential equation
(1)
panel datum
(1)
longitudinal datum
(1)
personalized prediction
(1)
mixed effect
(1)
task-specific metrics
(1)
Papers
Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis
NIPS 2023
Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs
NIPS 2021
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling
ICML 2021
A variational approximation for analyzing the dynamics of panel data
UAI 2021