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 30 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 50 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 61 0 0 08 Feb 2025
Distributed Learning for Wi-Fi AP Load Prediction Dariush Salami Francesc Wilhelmi Lorenzo Galati-Giordano Mika Kasslin 29 0 0 22 Apr 2024
Green AI: Exploring Carbon Footprints, Mitigation Strategies, and Trade Offs in Large Language Model Training Vivian Liu Yiqiao Yin 40 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 25 1 0 14 Dec 2023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI Dustin Wright Christian Igel Gabrielle Samuel Raghavendra Selvan 29 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 17 2 0 23 Aug 2023
Efficient GPT Model Pre-training using Tensor Train Matrix Representation V. Chekalina Georgii Sergeevich Novikov Julia Gusak Ivan V. Oseledets Alexander Panchenko 9 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 21 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 19 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 19 6 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 V. Oseledets MQ 26 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 27 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 244 644 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 4,781 0 24 Feb 2021