Aarti Singh

Confidence sets for persistence diagrams

Brittany Terese Fasy, Fabrizio Lecci, Alessandro Rinaldo et al. · The Annals of Statistics · 2014 · 245 citations · Full text

Data Poisoning Attacks on Factorization-Based Collaborative Filtering

Bo Li, Yining Wang, Aarti Singh et al. · arXiv (Cornell University) · 2016 · 153 citations · Full text

Artificial Intelligence, Data Poisoning Attacks, Engineering +19

Autonomous Agent Based Load Balancing Algorithm in Cloud Computing

Aarti Singh, Dimple Juneja, Manisha Malhotra · Procedia Computer Science · 2015 · 145 citations · Full text

Load Balancing (Computing), Engineering, Data Center +8

Signal Recovery on Graphs: Fundamental Limits of Sampling Strategies

Siheng Chen, Rohan Verma, Aarti Singh et al. · IEEE Transactions on Signal and Information Processing over Networks · 2016 · 122 citations

Sampling (Signal Processing), Engineering, Machine Learning +18

On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions

Aaditya Ramdas, Sashank J. Reddi, Barnabás Póczos et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 120 citations · Full text

High Dimensions, Nonparametric Hypothesis Tests, Engineering +14