Andronic, Marta
- BitMoD: Bit-serial Mixture-of-Datatype LLM Acceleration
2024/11/18 by Yuzong Chen, Ahmed F. AbouElhamayed, Chen, Yuzong +11 · 10 citations
Computer Science · #Advanced Data Compression Techniques #Neural Networks and Applications #Algorithms and Data Compression
- NeuraLUT-Assemble: Hardware-aware Assembling of Sub-Neural Networks for Efficient LUT Inference
2025/04/01 by Marta Andronic, George A. Constantinides, Andronic, Marta +1 · 1 voice · 4 citations
Computer Science · #cs.LG
- PolyLUT: Ultra-low Latency Polynomial Inference with Hardware-Aware Structured Pruning
2025/01/14 by Andronic, Marta, Li, Jiawen, Constantinides, George A. · 3 citations
#FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)