conftrace_

sensor placement

19 papers

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Co-occurring keywords

submodular optimization (261) approximation algorithm (630) gaussian process (1200) combinatorial optimization (1039) experimental design (89) active selection (2) bayesian optimization (624) influence maximization (82) k-submodular function (6) state estimation (113)

Papers

Grey-Box Bayesian Optimization for Sensor Placement in Assisted Living Environments AAAI 2024
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation NIPS 2024
Size-constrained k-submodular maximization in near-linear time UAI 2023
Investigating the Impact of Multi-LiDAR Placement on Object Detection for Autonomous Driving CVPR 2022
Bayesian Optimisation for Active Monitoring of Air Pollution AAAI 2022
Certifiable Robot Design Optimization using Differentiable Programming RSS 2022
Approximation algorithm for submodular maximization under submodular cover UAI 2021
Sensor Placement for Spatial Gaussian Processes with Integral Observations UAI 2020
Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples UAI 2020
Near Optimal Algorithms for Hard Submodular Programs with Discounted Cooperative Costs AISTATS 2019
Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes NIPS 2016
Monotone k-Submodular Function Maximization with Size Constraints NIPS 2015
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints NIPS 2013
On Bisubmodular Maximization AISTATS 2012
Sensor Placement for Improved Robotic Navigation RSS 2010
Submodularity Cuts and Applications NIPS 2009
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies JMLR 2008
Robust Submodular Observation Selection JMLR 2008
Selecting Observations against Adversarial Objectives NIPS 2007