John Leth
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
recurrent neural network
(2)
kalman filter
(1)
renyi divergence
(1)
posterior covariance
(1)
poisson process
(1)
pac-bayesian
(1)
dynamical system
(1)
pac-bayes bound
(1)
error bound
(1)
generalisation gap
(1)
stable recurrent neural network
(1)
time-series setting
(1)
mixing coefficient
(1)
auxiliary state
(1)
measurement rates
(1)
linear time-invariant state-space models
(1)
gradient-based optimization
(1)
stochastic lti systems
(1)
Papers
Optimal Sensor Scheduling and Selection for Continuous-Discrete Kalman Filtering with Auxiliary Dynamics
ICML 2025
PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs
AAAI 2024
PAC-Bayesian Error Bound, via Rényi Divergence, for a Class of Linear Time-Invariant State-Space Models
ICML 2024