Deepjyoti Deka
3 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
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Hot Topic Early Bird
Conferences
AISTATS (2)
ICML (1)
Top co-authors
Keywords
time series
(2)
sample complexity
(2)
graphical model
(1)
concentration bound
(1)
linear dynamical system
(1)
directed acyclic graph
(1)
consistent estimator
(1)
networked linear dynamical system
(1)
graph interaction
(1)
exogenous input
(1)
power spectral density
(1)
graph learning
(1)
networked dynamical system
(1)
system identification
(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