Apoorva Nandini Saridena

According to our database, Apoorva Nandini Saridena authored at least 6 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

DNN Patching: Progressive Fixing and Augmenting the Functionalities of DNNs for Autonomous Vehicles.

Apoorva Nandini Saridena, Anna Choromanska

IEEE Robotics Autom. Lett., 2022

2021

A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs.

Devansh Bisla, Apoorva Nandini Saridena, Anna Choromanska

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Learning-Based Real-Time Process-Aware Anomaly Monitoring for Assured Autonomy.

Naman Patel, Apoorva Nandini Saridena, Anna Choromanska, Prashanth Krishnamurthy, Farshad Khorrami

IEEE Trans. Intell. Veh., 2020

2019

LSALSA: accelerated source separation via learned sparse coding.

Benjamin Cowen, Apoorva Nandini Saridena, Anna Choromanska

Mach. Learn., 2019

2018

LSALSA: efficient sparse coding in single and multiple dictionary settings.

Benjamin Cowen, Apoorva Nandini Saridena, Anna Choromanska

CoRR, 2018

Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy.

Naman Patel, Apoorva Nandini Saridena, Anna Choromanska, Prashanth Krishnamurthy, Farshad Khorrami

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018