Natalia Vassilieva

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 8

Top Topics

Fusion Strategies

Density Ratio Estimation

Top Venues

Int. J. High Perform. Comput. Appl.

Publications

Heiner Litz, Natalia Vassilieva
Special Issue on Hot Chips 2023. IEEE Micro 44 (3) (2024)
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
Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches. CoRR (2024)
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
Toward a Holistic Performance Evaluation of Large Language Models Across Diverse AI Accelerators. IPDPS (Workshops) (2024)
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
Bilingual Adaptation of Monolingual Foundation Models. CoRR (2024)
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
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model. CoRR (2023)
Zhiqiang Shen, Tianhua Tao, Liqun Ma, Willie Neiswanger, Zhengzhong Liu, Hongyi Wang, Bowen Tan, Joel Hestness, Natalia Vassilieva, Daria Soboleva, Eric P. Xing
SlimPajama-DC: Understanding Data Combinations for LLM Training. CoRR (2023)
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 Ward, Valerie 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
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics. Int. J. High Perform. Comput. Appl. 37 (6) (2023)
Sergey Serebryakov, Dejan S. Milojicic, Natalia Vassilieva, Stephen Fleischman, Robert D. Clark
Deep Learning Cookbook: Recipes for your AI Infrastructure and Applications. ICRC (2019)
Kliton Andrea, Georgy Shevlyakov, Natalia Vassilieva, Alexander Ulanov
A New Measure of Outlier Detection Performance. MLDM (2014)
Marcin Grzegorzek, Chen Li, Johann Raskatow, Dietrich Paulus, Natalia Vassilieva
Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines. CORES (2013)
Georgy Shevlyakov, Kliton Andrea, Choudur Lakshminarayan, Pavel O. Smirnov, Alexander Ulanov, Natalia Vassilieva
Robust versions of the Tukey boxplot with their application to detection of outliers. ICASSP (2013)
Nikita A. Astrakhantsev, Denis Turdakov, Natalia Vassilieva
Semi-automatic Data Extraction from Tables. RCDL (2013)
Anna Yarygina, Natalia Vassilieva
High-recall extraction of acronym-definition pairs with relevance feedback. EDBT/ICDT Workshops (2012)
Boris Novikov, Natalia Vassilieva, Anna Yarygina
Querying big data. CompSysTech (2012)
Ales Mishchenko, Natalia Vassilieva
Model-Based Chart Image Classification. ISVC (2) (2011)
Ales Mishchenko, Natalia Vassilieva
Chart image understanding and numerical data extraction. ICDIM (2011)
Ales Mishchenko, Natalia Vassilieva
Model-Based Recognition and Extraction of Information from Chart Images. J. Multim. Process. Technol. 2 (2) (2011)
Anna Yarygina, Boris Novikov, Natalia Vassilieva
Processing Complex Similarity Queries: A Systematic Approach. ADBIS (2) (2011)
Ilya Markov, Natalia Vassilieva
Query Classification in Content-Based Image Retrieval. DB&IS (2008)
Ilya Markov, Natalia Vassilieva
Image Retrieval: Color and Texture Combining Based on Query-Image. ICISP (2008)