Elias Frantar
According to our database1,
Elias Frantar
authored at least 24 papers
between 2020 and 2024.
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Bibliography
2024
2023
QIGen: Generating Efficient Kernels for Quantized Inference on Large Language Models.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
L-GreCo: An Efficient and General Framework for Layerwise-Adaptive Gradient Compression.
CoRR, 2022
CoRR, 2022
Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
2021
Efficient Matrix-Free Approximations of Second-Order Information, with Applications to Pruning and Optimization.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Proceedings of the 37th International Conference on Machine Learning, 2020