Elizaveta Kostenok

1. Effective Interplay between Sparsity and Quantization: From Theory to Practice
   2024/05/31 by Simla Burcu Harma, Harma, Simla Burcu, Ayan Chakraborty +19 · 5 citations
   Computer Science · Engineering · #Neural Networks and Applications #Advanced MEMS and NEMS Technologies
2. Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices
   2023/08/22 by Elizaveta Kostenok, Kostenok, Elizaveta, Daniil Cherniavskii +3 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
3. MXSens: Sensitivity-Aware Mixed-Precision Quantization for Efficient LLM Inference
   2026/07/20 by Simla Burcu Harma, Danila Mishin, Zhengyuan Su +7
   #cs.LG #cs.AI