Natalia Vassilieva

According to our database, Natalia Vassilieva authored at least 21 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Special Issue on Hot Chips 2023.

Heiner Litz, Natalia Vassilieva

IEEE Micro, 2024

Bilingual Adaptation of Monolingual Foundation Models.

Gurpreet Gosal, Yishi Xu, Gokul Ramakrishnan, Rituraj Joshi, Avraham Sheinin, Zhiming Chen, Biswajit Mishra, Natalia Vassilieva, Joel Hestness, Neha Sengupta, Sunil Kumar Sahu, Bokang Jia, Onkar Pandit, Satheesh Katipomu, Samta Kamboj, Samujjwal Ghosh, Rahul Pal, Parvez Mullah, Soundar Doraiswamy, Mohamed El Karim Chami, Preslav Nakov

CoRR, 2024

Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches.

Clément Christophe, Praveen K. Kanithi, Prateek Munjal, Tathagata Raha, Nasir Hayat, Ronnie Rajan, Ahmed Al-Mahrooqi, Avani Gupta, Muhammad Umar Salman, Gurpreet Gosal, Bhargav Kanakiya, Charles Chen, Natalia Vassilieva, Boulbaba Ben Amor, Marco AF Pimentel, Shadab Khan

CoRR, 2024

Toward a Holistic Performance Evaluation of Large Language Models Across Diverse AI Accelerators.

Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka, Sanjif Shanmugavelu, Darshan Gandhi, Hengyu Zhao, Dun Ma, Kiran Ranganath, Rick Weisner, Jiunn-yeu Chen, Yuting Yang, Natalia Vassilieva, Bin C. Zhang, Sylvia Howland, Alexander Tsyplikhin

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics.

Maxim Zvyagin, Alexander Brace, Kyle Hippe, Yuntian Deng, Bin Zhang, Cindy Orozco Bohorquez, Austin Clyde, Bharat Kale, Danilo Perez-Rivera, Heng Ma, Carla M. Mann, Michael W. Irvin, Defne G. Ozgulbas, Natalia Vassilieva, J. Gregory Pauloski, Logan T. Ward, Valérie Hayot-Sasson, Murali Emani, Sam Foreman, Zhen Xie, Diangen Lin, Maulik Shukla, Weili Nie, Josh Romero, Christian Dallago, Arash Vahdat, Chaowei Xiao, Thomas Gibbs, Ian T. Foster, James J. Davis, Michael E. Papka, Thomas S. Brettin, Rick Stevens, Anima Anandkumar, Venkatram Vishwanath, Arvind Ramanathan

Int. J. High Perform. Comput. Appl., November, 2023

BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model.

Nolan Dey, Daria Soboleva, Faisal Al-Khateeb, Bowen Yang, Ribhu Pathria, Hemant Khachane, Shaheer Muhammad, Zhiming Chen, Robert Myers, Jacob Robert Steeves, Natalia Vassilieva, Marvin Tom, Joel Hestness

CoRR, 2023

SlimPajama-DC: Understanding Data Combinations for LLM Training.

Zhiqiang Shen, Tianhua Tao, Liqun Ma, Willie Neiswanger, Zhengzhong Liu, Hongyi Wang, Bowen Tan, Joel Hestness, Natalia Vassilieva, Daria Soboleva, Eric P. Xing

CoRR, 2023

2019

Deep Learning Cookbook: Recipes for your AI Infrastructure and Applications.

Sergey Serebryakov, Dejan S. Milojicic, Natalia Vassilieva, Stephen Fleischman, Robert D. Clark

Proceedings of the 2019 IEEE International Conference on Rebooting Computing, 2019

2014

A New Measure of Outlier Detection Performance.

Kliton Andrea, Georgy Shevlyakov, Natalia Vassilieva, Alexander Ulanov

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

2013

Semi-automatic Data Extraction from Tables.

Nikita A. Astrakhantsev, Denis Turdakov, Natalia Vassilieva

Proceedings of the Selected Papers of the 15th All-Russian Scientific Conference "Digital libraries: Advanced Methods and Technologies, 2013

Robust versions of the Tukey boxplot with their application to detection of outliers.

Georgy Shevlyakov, Kliton Andrea, Choudur Lakshminarayan, Pavel O. Smirnov, Alexander Ulanov, Natalia Vassilieva

Proceedings of the IEEE International Conference on Acoustics, 2013

Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines.

Marcin Grzegorzek, Chen Li, Johann Raskatow, Dietrich Paulus, Natalia Vassilieva

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

2012

High-recall extraction of acronym-definition pairs with relevance feedback.

Anna Yarygina, Natalia Vassilieva

Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

Querying big data.

Boris Novikov, Natalia Vassilieva, Anna Yarygina

Proceedings of the 2012 Conference on Computer Systems and Technologies, 2012

2011

Model-Based Recognition and Extraction of Information from Chart Images.

Ales Mishchenko, Natalia Vassilieva

J. Multim. Process. Technol., 2011

Model-Based Chart Image Classification.

Ales Mishchenko, Natalia Vassilieva

Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Chart image understanding and numerical data extraction.

Ales Mishchenko, Natalia Vassilieva

Proceedings of the Sixth IEEE International Conference on Digital Information Management, 2011

Processing Complex Similarity Queries: A Systematic Approach.

Anna Yarygina, Boris Novikov, Natalia Vassilieva

Proceedings of the ADBIS 2011, 2011

2009

Content-based image retrieval methods.

N. S. Vassilieva

Program. Comput. Softw., 2009

2008

Image Retrieval: Color and Texture Combining Based on Query-Image.

Ilya Markov, Natalia Vassilieva

Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Query Classification in Content-Based Image Retrieval.

Ilya Markov, Natalia Vassilieva

Proceedings of the Databases and Information Systems V, 2008