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Siddhant Pradhan

2 accepted papers

2022

On Optimizing Interventions in Shared Autonomy

AAAI 2022technical

Shared autonomy refers to approaches for enabling an autonomous agent to collaborate with a human with the aim of improving human performance. However, besides improving performance, it may often also be beneficial that the agent concurrently accounts for preserving the user’s experience or satisfac…

2021

Relaxed Marginal Consistency for Differentially Private Query Answering

NeurIPS 2021poster

Many differentially private algorithms for answering database queries involve a step that reconstructs a discrete data distribution from noisy measurements. This provides consistent query answers and reduces error, but often requires space that grows exponentially with dimension. PRIVATE-PGM is a re…

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