5 papers
Revisiting the Interface between Error and Erasure Correction in Wireless Standards
Vipindev Adat Vasudevan, Homa Esfahanizadeh, Benjamin D. Kim +3
Modern 5G communication systems implement a combination of error correction and feedback-based erasure correction (HARQ/ARQ) as reliability mechanisms, which can introduce substant…
MultiTok: Variable-Length Tokenization for Efficient LLMs Adapted from LZW Compression
Noel Elias, Homa Esfahanizadeh, Kaan Kale +2
Large language models have drastically changed the prospects of AI by introducing technologies for more complex natural language processing. However, current methodologies to train…
Enhancing 5G Performance: Reducing Service Time and Research Directions for 6G Standards
Laura Landon, Vipindev Adat Vasudevan, Jaeweon Kim +3
This paper presents several methods for minimizing packet service time in networks using 5G and beyond. We propose leveraging network coding alongside Hybrid Automatic Repeat reQue…
Successive Refinement in Large-Scale Computation: Advancing Model Inference Applications
Homa Esfahanizadeh, Alejandro Cohen, Shlomo Shamai +1
Modern computationally-intensive applications often operate under time constraints, necessitating acceleration methods and distribution of computational workloads across multiple e…
TexShape: Information Theoretic Sentence Embedding for Language Models
Kaan Kale, Homa Esfahanizadeh, Noel Elias +3
With the exponential growth in data volume and the emergence of data-intensive applications, particularly in the field of machine learning, concerns related to resource utilization…