254 citations · 254 across the 2 of their papers we have counts for
3 papers
cs.LG2018
Learning Non-Stationary Space-Time Models for Environmental Monitoring
Sahil Garg, Amarjeet Singh, Fabio Ramos
One of the primary aspects of sustainable development involves accurate understanding and modeling of environmental phenomena. Many of these phenomena exhibit variations in both sp…
cs.LG2018
Adaptive Sensing for Learning Nonstationary Environment Models
Sahil Garg, Amarjeet Singh, Fabio Ramos
Most environmental phenomena, such as wind profiles, ozone concentration and sunlight distribution under a forest canopy, exhibit nonstationary dynamics i.e. phenomenon variation c…
cs.RO2014★ 254 cited
Efficient Informative Sensing using Multiple Robots
Amarjeet Singh, Andreas Krause, Carlos Guestrin +1
The need for efficient monitoring of spatio-temporal dynamics in large environmental applications, such as the water quality monitoring in rivers and lakes, motivates the use of ro…