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2208.00406
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Eco2AI: carbon emissions tracking of machine learning models as the first step towards sustainable AI
31 July 2022
S. Budennyy
V. Lazarev
N. Zakharenko
A. Korovin
Olga Plosskaya
Denis Dimitrov
V. Arkhipkin
Ivan Oseledets
I. Barsola
Ilya M. Egorov
A. Kosterina
L. Zhukov
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Papers citing
"Eco2AI: carbon emissions tracking of machine learning models as the first step towards sustainable AI"
16 / 16 papers shown
Title
How Do Companies Manage the Environmental Sustainability of AI? An Interview Study About Green AI Efforts and Regulations
Ashmita Sampatsing
Sophie Vos
Emma Beauxis-Aussalet
Justus Bogner
37
0
0
12 May 2025
Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems
Ajinkya Kulkarni
Atharva Kulkarni
Miguel Couceiro
Isabel Trancoso
58
0
0
02 Mar 2025
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models
S. Poddar
Paramita Koley
Janardan Misra
Niloy Ganguly
Saptarshi Ghosh
Saptarshi Ghosh
64
0
0
08 Feb 2025
Distributed Learning for Wi-Fi AP Load Prediction
Dariush Salami
Francesc Wilhelmi
Lorenzo Galati-Giordano
Mika Kasslin
34
0
0
22 Apr 2024
Green AI: Exploring Carbon Footprints, Mitigation Strategies, and Trade Offs in Large Language Model Training
Vivian Liu
Yiqiao Yin
42
11
0
01 Apr 2024
Holistic chemical evaluation reveals pitfalls in reaction prediction models
Victor Sabanza Gil
Andres M Bran
Malte Franke
Remi Schlama
J. Luterbacher
Philippe Schwaller
ELM
33
1
0
14 Dec 2023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI
Dustin Wright
Christian Igel
Gabrielle Samuel
Raghavendra Selvan
40
15
0
05 Sep 2023
CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures
L. Gherardini
Varun Ravi Varma
Karol Capała
Roger Francis Woods
José L. R. Sousa
29
2
0
23 Aug 2023
Efficient GPT Model Pre-training using Tensor Train Matrix Representation
V. Chekalina
Georgii Sergeevich Novikov
Julia Gusak
Ivan Oseledets
Alexander Panchenko
22
8
0
05 Jun 2023
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study
Joel Castaño
Silverio Martínez-Fernández
Xavier Franch
Justus Bogner
CVBM
24
33
0
18 May 2023
The Battle of Information Representations: Comparing Sentiment and Semantic Features for Forecasting Market Trends
A.S. Zaichenko
A. Kazakov
Elizaveta Kovtun
S. Budennyy
AIFin
26
1
0
24 Mar 2023
Machine learning-based detection of cardiovascular disease using ECG signals: performance vs. complexity
H. Pham
K. Egorov
Alexey Kazakov
S. Budennyy
32
7
0
10 Mar 2023
Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction
Georgii Sergeevich Novikov
Daniel Bershatsky
Julia Gusak
Alex Shonenkov
Denis Dimitrov
Ivan Oseledets
MQ
28
17
0
01 Feb 2022
Emojich -- zero-shot emoji generation using Russian language: a technical report
Alex Shonenkov
Daria Bakshandaeva
Denis Dimitrov
Aleks D. Nikolich
VLM
39
5
0
04 Dec 2021
Carbon Emissions and Large Neural Network Training
David A. Patterson
Joseph E. Gonzalez
Quoc V. Le
Chen Liang
Lluís-Miquel Munguía
D. Rothchild
David R. So
Maud Texier
J. Dean
AI4CE
253
647
0
21 Apr 2021
Zero-Shot Text-to-Image Generation
Aditya A. Ramesh
Mikhail Pavlov
Gabriel Goh
Scott Gray
Chelsea Voss
Alec Radford
Mark Chen
Ilya Sutskever
VLM
255
4,816
0
24 Feb 2021
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