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Papers
CODEI: Resource-Efficient Task-Driven Co-Design of Perception and Decision Making for Mobile Robots Applied to Autonomous Vehicles (Abstract Reprint)
AAAI 2026
Joint Rate Allocation and Sensor Selection for Speech Enhancement in Wireless Acoustic Sensor Networks
Interspeech 2025
Provable Sensor Sets for Epidemic Detection over Networks with Minimum Delay
AAAI 2022
Instance-Wise Dynamic Sensor Selection for Human Activity Recognition
AAAI 2020
Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach
AAAI 2019
Unsupervised Sequential Sensor Acquisition
AISTATS 2017
Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction
NeurIPS 2015
On Greedy Maximization of Entropy
ICML 2015
Sensor Selection for Crowdsensing Dynamical Systems
AISTATS 2015
An LP for Sequential Learning Under Budgets
AISTATS 2014
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint
ICML 2014
Sensor Selection in High-Dimensional Gaussian Trees with Nuisances
NeurIPS 2013