Chekalina, Viktoriia

1. MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering
   2022/04/22 by Viktoriia Chekalina, Chekalina, Viktoriia, Anton Razzhigaev +5 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
2. Efficient GPT Model Pre-training using Tensor Train Matrix Representation
   2023/06/05 by Viktoriia Chekalina, Chekalina, Viktoriia, Georgii Novikov +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
3. SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers
   2024/10/09 by Viktoriia Chekalina, Chekalina, Viktoriia, Anna Rudenko +8 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #DNA and Biological Computing #Cellular Automata and Applications #Photonic and Optical Devices