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Articles by Amirkeivan Mohtashami

QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs
29 October 2024 by Saleh Ashkboos and others
Machine Learning
DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging
21 March 2024 by Matteo Pagliardini and others at LogoEPFL
Computation and Language, Machine Learning
Social Learning: Towards Collaborative Learning with Large Language Models
8 February 2024 by Amirkeivan Mohtashami and others at LogoEPFL
Machine Learning, Computation and Language
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
1
27 November 2023 by Zeming Chen and others at LogoEPFL
Computation and Language, Artificial Intelligence
Landmark Attention: Random-Access Infinite Context Length for Transformers
20 November 2023 by Amirkeivan Mohtashami and Martin Jaggi at LogoEPFL
Computation and Language, Machine Learning
CoTFormer: More Tokens With Attention Make Up For Less Depth
16 October 2023 by Amirkeivan Mohtashami and others
Computation and Language, Machine Learning
Special Properties of Gradient Descent with Large Learning Rates
16 February 2023 by Amirkeivan Mohtashami and others
Machine Learning, Optimization and Control
Learning Translation Quality Evaluation on Low Resource Languages from Large Language Models
7 February 2023 by Amirkeivan Mohtashami and others
Computation and Language, Machine Learning
Critical Parameters for Scalable Distributed Learning with Large Batches and Asynchronous Updates
3 March 2021 by Sebastian Stich and others
Machine Learning, Distributed, Parallel, and Cluster Computing
The Splay-List: A Distribution-Adaptive Concurrent Skip-List
3 August 2020 by Vitaly Aksenov and others
Distributed, Parallel, and Cluster Computing, Data Structures and Algorithms
Non-resonant feeding of photonic crystal nanocavity modes by quantum dots
18 July 2010 by A. Laucht and others
Mesoscale and Nanoscale Physics
Temporal Monitoring of Non-resonant Feeding of Semiconductor Nanocavity Modes by Quantum Dot Multiexciton Transitions
15 March 2010 by A. Laucht and others
Mesoscale and Nanoscale Physics