Goutham Ramakrishnan

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 15

Top Topics

Data Management Systems

Top Venues

Publications

Jordan Henkel, Goutham Ramakrishnan, Zi Wang, Aws Albarghouthi, Somesh Jha, Thomas W. Reps
Semantic Robustness of Models of Source Code. SANER (2022)
Goutham Ramakrishnan, Aws Albarghouthi
Backdoors in Neural Models of Source Code. ICPR (2022)
Siddhant Garg, Goutham Ramakrishnan, Varun Thumbe
Towards Robustness to Label Noise in Text Classification via Noise Modeling. CoRR (2021)
Siddhant Garg, Goutham Ramakrishnan, Varun Thumbe
Towards Robustness to Label Noise in Text Classification via Noise Modeling. CIKM (2021)
Siddhant Garg, Goutham Ramakrishnan
BAE: BERT-based Adversarial Examples for Text Classification. CoRR (2020)
Goutham Ramakrishnan, Yun Chan Lee, Aws Albarghouthi
Synthesizing Action Sequences for Modifying Model Decisions. AAAI (2020)
Siddhant Garg, Goutham Ramakrishnan
Advances in Quantum Deep Learning: An Overview. CoRR (2020)
Goutham Ramakrishnan, Aditya Nori, Hannah Murfet, Pashmina Cameron
Towards Compliant Data Management Systems for Healthcare ML. CoRR (2020)
Goutham Ramakrishnan, Jordan Henkel, Zi Wang, Aws Albarghouthi, Somesh Jha, Thomas W. Reps
Semantic Robustness of Models of Source Code. CoRR (2020)
Goutham Ramakrishnan, Aws Albarghouthi
Backdoors in Neural Models of Source Code. CoRR (2020)
Siddhant Garg, Goutham Ramakrishnan
BAE: BERT-based Adversarial Examples for Text Classification. EMNLP (1) (2020)
Goutham Ramakrishnan, Yun Chan Lee, Aws Albarghouthi
Synthesizing Action Sequences for Modifying Model Decisions. CoRR (2019)
Siddhant Garg, Goutham Ramakrishnan, Varun Thumbe
Interpretable Inference Graphs for Face Recognition. IVCNZ (2019)
Goutham Ramakrishnan, Deepak Anand, Amit Sethi
Fast GPU-Enabled Color Normalization for Digital Pathology. CoRR (2019)
Deepak Anand, Goutham Ramakrishnan, Amit Sethi
Fast GPU-Enabled Color Normalization for Digital Pathology. IWSSIP (2019)