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Amrit Nagarajan
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 6
Top Topics
Bipartite Graph
Neural Network
Accurate Models
Okapi Bm
Top Venues
CoRR
DAC
IJCNN
EMNLP (Findings)
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Publications
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Amrit Nagarajan
,
Anand Raghunathan
Input Compression with Positional Consistency for Efficient Training and Inference of Transformer Neural Networks.
CoRR
(2023)
Amrit Nagarajan
,
Anand Raghunathan
TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models.
EMNLP (Findings)
(2023)
Amrit Nagarajan
,
Anand Raghunathan
FASTRAIN-GNN: Fast and Accurate Self-Training for Graph Neural Networks.
Trans. Mach. Learn. Res.
2023 (2023)
Amrit Nagarajan
,
Jacob R. Stevens
,
Anand Raghunathan
Efficient ensembles of graph neural networks.
DAC
(2022)
Amrit Nagarajan
,
Sanchari Sen
,
Jacob R. Stevens
,
Anand Raghunathan
AxFormer: Accuracy-driven Approximation of Transformers for Faster, Smaller and more Accurate NLP Models.
IJCNN
(2022)
Amrit Nagarajan
,
Sanchari Sen
,
Jacob R. Stevens
,
Anand Raghunathan
Optimizing Transformers with Approximate Computing for Faster, Smaller and more Accurate NLP Models.
CoRR
(2020)