Zobrazeno 1 - 10
of 9 498
pro vyhledávání: '"ANTONOPOULOS, A. A."'
Autor:
Miner, Stephen, Takashima, Yoshiki, Han, Simeng, Erata, Ferhat, Antonopoulos, Timos, Piskac, Ruzica, Shapiro, Scott J
Benchmarks are critical for measuring progress of math reasoning abilities of Large Language Models (LLMs). However, existing widely-used benchmarks such as GSM8K have been rendered less useful as multiple cutting-edge LLMs achieve over 94% accuracy.
Externí odkaz:
http://arxiv.org/abs/2410.00151
Autor:
Bartzoudis, Nikolaos, Fernández, José Rubio, López-Bueno, David, Kibalya, Godfrey, Antonopoulos, Angelos
This work provides a vision on how to tackle the underutilization of compute resources in FPGA SoC devices used across 5G and edge computing infrastructures. A first step towards this end is the implementation of a resource management layer able to m
Externí odkaz:
http://arxiv.org/abs/2409.11362
Autor:
Antonopoulos, Andrew
This is the 2nd part of the dissertation for my master degree and compared the power consumption using the Comma-Separated-Values (CSV) and parquet dataset format with the default floating point (32bit) and Nvidia mixed precision (16bit and 32bit) wh
Externí odkaz:
http://arxiv.org/abs/2409.11071
Autor:
Antonopoulos, Andrew
This is the 1st part of the dissertation for my master degree and compares the power consumption using the default floating point (32bit) and Nvidia mixed precision (16bit and 32bit) while training a classification ML model. A custom PC with specific
Externí odkaz:
http://arxiv.org/abs/2409.07853
The need for intelligent and efficient resource provisioning for the productive management of resources in real-world scenarios is growing with the evolution of telecommunications towards the 6G era. Technologies such as Open Radio Access Network (O-
Externí odkaz:
http://arxiv.org/abs/2407.14377
Autor:
Erata, Ferhat, Chiu, TingHung, Etim, Anthony, Nampally, Srilalith, Raju, Tejas, Ramu, Rajashree, Piskac, Ruzica, Antonopoulos, Timos, Xiong, Wenjie, Szefer, Jakub
This work presents a novel, black-box software-based countermeasure against physical attacks including power side-channel and fault-injection attacks. The approach uses the concept of random self-reducibility and self-correctness to add randomness an
Externí odkaz:
http://arxiv.org/abs/2405.05193
Considered herein is a class of Boussinesq systems of Bona-Smith type that describe water waves in bounded two-dimensional domains with slip-wall boundary conditions and variable bottom topography. Such boundary conditions are necessary in situations
Externí odkaz:
http://arxiv.org/abs/2405.00422
Publikováno v:
Journal of Financial Crime, 2023, Vol. 31, Issue 6, pp. 1451-1466.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JFC-10-2023-0252
Despite long-term research and development of modern shock absorbers, the effect of variations of several crucial material and model parameters still remains dubious. The goal of this work is therefore a study of the changes of shock absorber dynamic
Externí odkaz:
http://arxiv.org/abs/2312.17175
Autor:
Córdoba, Filip Cano, Judson, Samuel, Antonopoulos, Timos, Bjørner, Katrine, Shoemaker, Nicholas, Shapiro, Scott J., Piskac, Ruzica, Könighofer, Bettina
Principled accountability for autonomous decision-making in uncertain environments requires distinguishing intentional outcomes from negligent designs from actual accidents. We propose analyzing the behavior of autonomous agents through a quantitativ
Externí odkaz:
http://arxiv.org/abs/2307.01532