Concepedia

Arun Sai Suggala

AS

Statistics

Publications

8

Citations

256

H-Index

8

Active since

2017

Affiliations

Carnegie Mellon University(Current)

Arun Sai Suggala is an author at Carnegie Mellon University specializing in engineering, data science, and statistical inference.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningStatistical InferenceStatisticsEstimation TheoryPredictive AnalyticsArtificial IntelligenceAdversarial Machine Learning

Publications per year

2017–2020

8

Publications

8

ProtoNN: compressed and accurate kNN for resource-scarce devices

Chirag Gupta, Arun Sai Suggala, Ankit Goyal et al. · 2017 · 97 citations

Engineering, Machine Learning, Advanced Computing +22

On the (In)fidelity and Sensitivity for Explanations

Chih‐Kuan Yeh, Cheng-Yu Hsieh, Arun Sai Suggala et al. · arXiv (Cornell University) · 2019 · 64 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Connecting Optimization and Regularization Paths

Arun Sai Suggala, Adarsh Prasad, Pradeep Ravikumar · Neural Information Processing Systems · 2018 · 30 citations

Mathematical Programming, Artificial Intelligence, Large-scale Global Optimization +17

Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression

Arun Sai Suggala, Kush Bhatia, Pradeep Ravikumar et al. · arXiv (Cornell University) · 2019 · 18 citations · Full text

Mathematical Programming, Engineering, Outlier Removal +13

Robust Estimation via Robust Gradient Estimation

Adarsh Prasad, Arun Sai Suggala, Sivaraman Balakrishnan et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2020 · 13 citations · Full text

Gradient Descent, Engineering, Risk Analysis +19

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