Tim Dettmers - Concepedia

Author

Tim Dettmers

Università della Svizzera italiana

Also Known As

Dettmers, Tim, Isabelle Augenstein, Ozam Caglayan, Smith, Shaden, Tim Dettmers

Publications

4.8K

Citations

H-Index

Concepts

All Affiliations

Università della Svizzera italiana University of Washington University College London

About

Tim Dettmers is an author at Università della Svizzera italiana specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	12	3.4K
2	Computer Science	12	12	3.4K
3	Computer Engineering	6	6	800
4	Business	2	2	2.3K
5	Language Studies	2	2	59

Tim Dettmers

Publications

4.2K

Citations

H-Index

Page 1

	Year	Citations
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Proceedings of the AAAI Conference on Artificial Intelligence Inverse RelationsGraph Representation LearningMachine LearningEngineeringLink Prediction	2018	2.3K
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Zenodo (CERN European Organization for Nuclear Research)	2017	733
QLoRA: Efficient Finetuning of Quantized LLMs Tim Dettmers, Artidoro Pagnoni, Ari Holtzman, arXiv (Cornell University) Llm Fine-tuningEngineeringMachine LearningComputer ArchitectureGpu Computing	2023	484
Sparse Networks from Scratch: Faster Training without Losing Performance Tim Dettmers, Luke Zettlemoyer arXiv (Cornell University) Convolutional Neural NetworkSparse RepresentationEngineeringMachine LearningData Science	2019	191
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale Tim Dettmers, Younes Belkada, Luke Zettlemoyer arXiv (Cornell University) Llm Fine-tuningEngineeringMachine LearningLarge Language ModelSpeech Recognition	2022	112
8-Bit Approximations for Parallelism in Deep Learning Tim Dettmers arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningComputer ArchitectureData Parallelism	2015	89
BASE Layers: Simplifying Training of Large, Sparse Models Mike Lewis, Shruti Bhosale, Tim Dettmers, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningNew Balanced AssignmentLarge Language Model	2021	63
Petals: Collaborative Inference and Fine-tuning of Large Models Alexander Borzunov, Dmitry Baranchuk, Tim Dettmers, EngineeringMachine LearningSystem DemonstrationsStatistical Relational LearningApplied Linguistics	2023	34
8-Bit Approximations for Parallelism in Deep Learning Tim Dettmers arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningComputer ArchitectureData Parallelism	2016	30
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, arXiv (Cornell University) Inverse RelationsEngineeringMachine LearningLink PredictionNatural Language Processing	2017	29

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