Nitthilan Kannappan Jayakodi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Processing Power

Embedded Systems

Anomaly Detection

Top Venues

ACM Trans. Embed. Comput. Syst.

J. Artif. Intell. Res.

Publications

Shubhomoy Das, Md. Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa
Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning. J. Artif. Intell. Res. 80 (2024)
Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa
Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization. CoRR (2022)
Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Partha Pratim Pande
SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms. CoRR (2021)
Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Partha Pratim Pande
A General Hardware and Software Co-Design Framework for Energy-Efficient Edge AI. ICCAD (2021)
Biresh Kumar Joardar, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty
GRAMARCH: A GPU-ReRAM based Heterogeneous Architecture for Neural Image Segmentation. DATE (2020)
Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa
Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization. AAAI (2020)
Shubhomoy Das, Md Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa
Active Anomaly Detection via Ensembles: Insights, Algorithms, and Interpretability. CoRR (2019)
Nitthilan Kannappan Jayakodi, Anwesha Chatterjee, Wonje Choi, Janardhan Rao Doppa, Partha Pratim Pande
Trading-off Accuracy and Energy of Deep Inference on Embedded Systems: A Co-Design Approach. CoRR (2019)
Aryan Deshwal, Nitthilan Kannappan Jayakodi, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande
MOOS: A Multi-Objective Design Space Exploration and Optimization Framework for NoC Enabled Manycore Systems. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Nitthilan Kannappan Jayakodi, Anwesha Chatterjee, Wonje Choi, Janardhan Rao Doppa, Partha Pratim Pande
Trading-Off Accuracy and Energy of Deep Inference on Embedded Systems: A Co-Design Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Shubhomoy Das, Md Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa
Active Anomaly Detection via Ensembles. CoRR (2018)