Jerry Chee

Orcid: 0009-0006-1183-8476

According to our database1, Jerry Chee authored at least 12 papers between 2017 and 2024.

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

Timeline

2017
2018
2019
2020
2021
2022
2023
2024
0
1
2
3
4
2
1
2
2
3
1
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Harm Mitigation in Recommender Systems under User Preference Dynamics.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
QuIP: 2-Bit Quantization of Large Language Models With Guarantees.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

"Plus/minus the learning rate": Easy and Scalable Statistical Inference with SGD.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Model Preserving Compression for Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Performance optimizations on U-Net speech enhancement models.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

How Low Can We Go: Trading Memory for Error in Low-Precision Training.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Performance optimizations on deep noise suppression models.
CoRR, 2021

Pruning Neural Networks with Interpolative Decompositions.
CoRR, 2021

2020
Understanding and Detecting Convergence for Stochastic Gradient Descent with Momentum.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2018
Convergence diagnostics for stochastic gradient descent with constant learning rate.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
Convergence diagnostics for stochastic gradient descent with constant step size.
CoRR, 2017


  Loading...