Paras Jain

Affiliations:
  • UC Berkeley, CA, USA


According to our database1, Paras Jain authored at least 13 papers between 2019 and 2023.

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

Timeline

Legend:

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Links

Online presence:

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Bibliography

2023
Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Analyzing and Comparing Lakehouse Storage Systems.
Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

2022
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging.
Proceedings of the International Conference on Machine Learning, 2022

Learning to Design Accurate Deep Learning Accelerators with Inaccurate Multipliers.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021
Representing Long-Range Context for Graph Neural Networks with Global Attention.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Accelerating Quadratic Optimization with Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Grounded Graph Decoding improves Compositional Generalization in Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Contrastive Code Representation Learning.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization.
Proceedings of Machine Learning and Systems 2020, 2020

2019
The OoO VLIW JIT Compiler for GPU Inference.
CoRR, 2019

Dynamic Space-Time Scheduling for GPU Inference.
CoRR, 2019

DSCnet: Replicating Lidar Point Clouds With Deep Sensor Cloning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Revec: program rejuvenation through revectorization.
Proceedings of the 28th International Conference on Compiler Construction, 2019


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