Amrit Nagarajan

Orcid: 0000-0002-2847-4721

According to our database1, Amrit Nagarajan authored at least 7 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Efficient Batched Inference in Conditional Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

Input Compression with Positional Consistency for Efficient Training and Inference of Transformer Neural Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023
FASTRAIN-GNN: Fast and Accurate Self-Training for Graph Neural Networks.
Trans. Mach. Learn. Res., 2023

TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
AxFormer: Accuracy-driven Approximation of Transformers for Faster, Smaller and more Accurate NLP Models.
Proceedings of the International Joint Conference on Neural Networks, 2022

Efficient ensembles of graph neural networks.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2020
Optimizing Transformers with Approximate Computing for Faster, Smaller and more Accurate NLP Models.
CoRR, 2020


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