Goutham Ramakrishnan

According to our database, Goutham Ramakrishnan authored at least 9 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Semantic Robustness of Models of Source Code.

Jordan Henkel, Goutham Ramakrishnan, Zi Wang, Aws Albarghouthi, Somesh Jha, Thomas W. Reps

Proceedings of the IEEE International Conference on Software Analysis, 2022

Backdoors in Neural Models of Source Code.

Goutham Ramakrishnan, Aws Albarghouthi

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Towards Robustness to Label Noise in Text Classification via Noise Modeling.

Siddhant Garg, Goutham Ramakrishnan, Varun Thumbe

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Towards Compliant Data Management Systems for Healthcare ML.

Goutham Ramakrishnan, Aditya Nori, Hannah Murfet, Pashmina Cameron

CoRR, 2020

Advances in Quantum Deep Learning: An Overview.

Siddhant Garg, Goutham Ramakrishnan

CoRR, 2020

BAE: BERT-based Adversarial Examples for Text Classification.

Siddhant Garg, Goutham Ramakrishnan

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Synthesizing Action Sequences for Modifying Model Decisions.

Goutham Ramakrishnan, Yun Chan Lee, Aws Albarghouthi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Fast GPU-Enabled Color Normalization for Digital Pathology.

Deepak Anand, Goutham Ramakrishnan, Amit Sethi

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Interpretable Inference Graphs for Face Recognition.

Siddhant Garg, Goutham Ramakrishnan, Varun Thumbe

Proceedings of the 2019 International Conference on Image and Vision Computing New Zealand, 2019