Search Results for author: Yogesh Barve

Found 2 papers, 1 papers with code

Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous Systems

1 code implementation28 Feb 2022 Shreyas Ramakrishna, Baiting Luo, Yogesh Barve, Gabor Karsai, Abhishek Dubey

Our samplers of RNS and GBO sampled a higher percentage of high-risk scenes of 83% and 92%, compared to 56%, 66% and 71% of the grid, random and Halton samplers, respectively.

Bayesian Optimization Scene Generation

Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks

no code implementations3 Apr 2019 Anirban Bhattacharjee, Yogesh Barve, Shweta Khare, Shunxing Bao, Aniruddha Gokhale, Thomas Damiano

With the proliferation of machine learning (ML) libraries and frameworks, and the programming languages that they use, along with operations of data loading, transformation, preparation and mining, ML model development is becoming a daunting task.

BIG-bench Machine Learning Edge-computing +1

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