18 citations · 41 across the 12 of their papers we have counts for
3 papers · 1 filter
Cost Aware Asynchronous Multi-Agent Active Search
Arundhati Banerjee, Ramina Ghods, Jeff Schneider
Multi-agent active search requires autonomous agents to choose sensing actions that efficiently locate targets. In a realistic setting, agents also must consider the costs that the…
Asynchronous Multi Agent Active Search
Ramina Ghods, Arundhati Banerjee, Jeff Schneider
Active search refers to the problem of efficiently locating targets in an unknown environment by actively making data-collection decisions, and has many applications including dete…
MSE-Optimal Neural Network Initialization via Layer Fusion
Ramina Ghods, Andrew S. Lan, Tom Goldstein +1
Deep neural networks achieve state-of-the-art performance for a range of classification and inference tasks. However, the use of stochastic gradient descent combined with the nonco…