Deepjyoti Deka
3 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Gold
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
sample complexity
(2)
time series
(2)
system identification
(1)
posterior samples
(1)
graphical model
(1)
concentration bound
(1)
bayesian neural network
(1)
linear dynamical system
(1)
directed acyclic graph
(1)
consistent estimator
(1)
networked linear dynamical system
(1)
graph interaction
(1)
exogenous input
(1)
training time
(1)
power spectral density
(1)
limited labeled data
(1)
networked dynamical system
(1)
semi-supervised learning
(1)
probabilistic confidence bounds
(1)
graph learning
(1)
Papers
Optimization Proxies using Limited Labeled Data and Training Time β A Semi-Supervised Bayesian Neural Network Approach
ICML 2025
Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs
AISTATS 2024
Efficient and passive learning of networked dynamical systems driven by non-white exogenous inputs
AISTATS 2022