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ArticlesPeer ReviewedFull Text
The splay-list: a distribution-adaptive concurrent skip-list
Author / Creator:Aksenov, Vitaly ; Alistarh, Dan ; Drozdova, Alexandra ; Mohtashami, Amirkeivan
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Distributed computing, 2023-09, Vol.36 (3), p.395-418
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ArticlesPeer ReviewedFull Text
Communication-efficient randomized consensus
Author / Creator:Alistarh, Dan ; Aspnes, James ; King, Valerie ; Saia, Jared
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Distributed computing, 2018-11, Vol.31 (6), p.489-501
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ArticlesPeer ReviewedFull Text
Inherent limitations of hybrid transactional memory
Author / Creator:Alistarh, Dan ; Kopinsky, Justin ; Kuznetsov, Petr ; Ravi, Srivatsan ; Shavit, Nir
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Distributed computing, 2018-06, Vol.31 (3), p.167-185
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ArticlesPeer ReviewedFull Text
Generating Fast Indulgent Algorithms
Author / Creator:Alistarh, Dan ; Gilbert, Seth ; Guerraoui, Rachid ; Travers, Corentin
Publisher:New York: Springer-Verlag
Journal title:Theory of computing systems, 2012-11, Vol.51 (4), p.404-424
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ArticlesFull Text
Simple Opinion Dynamics for No-Regret Learning
Author / Creator:Lazarsfeld, John ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
CGX: Adaptive System Support for Communication-Efficient Deep Learning
Author / Creator:Markov, Ilia ; Ramezanikebrya, Hamidreza ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-12
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ArticlesFull Text
PathCAS: An Efficient Middle Ground for Concurrent Search Data Structures
Author / Creator:Brown, Trevor ; Sigouin, William ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-12
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ArticlesFull Text
QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models
Author / Creator:Frantar, Elias ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-10
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ArticlesFull Text
SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot
Author / Creator:Frantar, Elias ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-03
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GMP: Well-Tuned Gradual Magnitude Pruning Can Outperform Most BERT-Pruning Methods
Author / Creator:Kurtic, Eldar ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-12
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SPDY: Accurate Pruning with Speedup Guarantees
Author / Creator:Frantar, Elias ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-08
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ArticlesFull Text
Provably-Efficient and Internally-Deterministic Parallel Union-Find
Author / Creator:Fedorov, Alexander ; Hashemi, Diba ; Giorgi Nadiradze ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-04
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ArticlesFull Text
Collecting Coupons is Faster with Friends
Author / Creator:Alistarh, Dan ; Davies, Peter
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-12
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ArticlesFull Text
Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models
Author / Creator:Kurtic, Eldar ; Moeini, Amir ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
How to Prune Your Language Model: Recovering Accuracy on the "Sparsity May Cry'' Benchmark
Author / Creator:Kurtic, Eldar ; Hoefler, Torsten ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-12
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Near-Optimal Leader Election in Population Protocols on Graphs
Author / Creator:Alistarh, Dan ; Rybicki, Joel ; Voitovych, Sasha
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-12
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ArticlesFull Text
Knowledge Distillation Performs Partial Variance Reduction
Author / Creator:Safaryan, Mher ; Peste, Alexandra ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-12
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ArticlesFull Text
AsGrad: A Sharp Unified Analysis of Asynchronous-SGD Algorithms
Author / Creator:Islamov, Rustem ; Safaryan, Mher ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-10
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ArticlesFull Text
ZipLM: Inference-Aware Structured Pruning of Language Models
Author / Creator:Kurtic, Eldar ; Frantar, Elias ; Alistarh, Dan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-10
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ArticlesFull Text
Towards Tight Communication Lower Bounds for Distributed Optimisation
Author / Creator:Alistarh, Dan ; Korhonen, Janne H
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-12
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The splay-list: a distribution-adaptive concurrent skip-list

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Communication-efficient randomized consensus

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Inherent limitations of hybrid transactional memory

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Generating Fast Indulgent Algorithms

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Simple Opinion Dynamics for No-Regret Learning

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CGX: Adaptive System Support for Communication-Efficient Deep Learning

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PathCAS: An Efficient Middle Ground for Concurrent Search Data Structures

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QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models

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SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot

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GMP: Well-Tuned Gradual Magnitude Pruning Can Outperform Most BERT-Pruning Methods

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SPDY: Accurate Pruning with Speedup Guarantees

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Provably-Efficient and Internally-Deterministic Parallel Union-Find

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Collecting Coupons is Faster with Friends

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Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models

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How to Prune Your Language Model: Recovering Accuracy on the "Sparsity May Cry'' Benchmark

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Near-Optimal Leader Election in Population Protocols on Graphs

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Knowledge Distillation Performs Partial Variance Reduction

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AsGrad: A Sharp Unified Analysis of Asynchronous-SGD Algorithms

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ZipLM: Inference-Aware Structured Pruning of Language Models

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Towards Tight Communication Lower Bounds for Distributed Optimisation

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