Alexander Borzunov
6 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ICML (2)
NIPS (2)
ACL (1)
ICLR (1)
Top co-authors
Keywords
distributed learning
(3)
communication efficiency
(2)
distributed training
(2)
large language model
(2)
model parallelism
(1)
distributed computing
(1)
distributed inference
(1)
gradient compression
(1)
collaborative inference
(1)
parameter efficient fine-tuning
(1)
model fine-tuning
(1)
pipeline parallelism
(1)
model offloading
(1)
load balancing
(1)
decentralized learning
(1)
decentralized training
(1)
collaborative training
(1)
byzantine tolerance
(1)
neural network
(1)
secure training
(1)
Papers
SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression
ICLR 2024
Distributed Inference and Fine-tuning of Large Language Models Over The Internet
NIPS 2023
Petals: Collaborative Inference and Fine-tuning of Large Models
ACL 2023
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient
ICML 2023
Secure Distributed Training at Scale
ICML 2022
Distributed Deep Learning In Open Collaborations
NIPS 2021