Search Results for author: Bharat Srikishan

Found 2 papers, 1 papers with code

Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation

1 code implementation19 Feb 2024 Bharat Srikishan, Anika Tabassum, Srikanth Allu, Ramakrishnan Kannan, Nikhil Muralidhar

On the real-world task of battery material phase segmentation, PaSeR yields a minimum performance improvement of 174% on the IoU/GigaFlop metric with respect to baselines.

Image Segmentation object-detection +3

Causal Discovery with Stage Variables for Health Time Series

no code implementations5 May 2023 Bharat Srikishan, Samantha Kleinberg

Using observational data to learn causal relationships is essential when randomized experiments are not possible, such as in healthcare.

Causal Discovery Causal Inference +1

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