Amrita Gupta — accepted AI-conference papers

2026

Optimizing Sensor Placement with Greedy Algorithms: A Case Study in Wildlife Camera Trapping for Spatial Capture-Recapture Population Estimation

Hannah Murray, Amrita Gupta, Arielle W. Parsons, Justin P. Suraci, Bistra Dilkina

IJCAI 2026

Estimating wildlife populations is central to conservation planning, yet designing sensor deployments that produce reliable data for such estimates remains challenging. Spatial capture-recapture (SCR) models, widely used to estimate animal population sizes, are highly sensitive to sensor layout, whe

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2019

Combinatorial Attacks on Binarized Neural Networks

Elias B Khalil, Amrita Gupta, Bistra Dilkina

ICLR 2019poster

Binarized Neural Networks (BNNs) have recently attracted significant interest due to their computational efficiency. Concurrently, it has been shown that neural networks may be overly sensitive to ``attacks" -- tiny adversarial changes in the input -- which may be detrimental to their use in safety-…

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