Zobrazeno 1 - 10
of 47
pro vyhledávání: '"Roman, Ahmed"'
Autor:
Elhoushi, Mostafa, Shrivastava, Akshat, Liskovich, Diana, Hosmer, Basil, Wasti, Bram, Lai, Liangzhen, Mahmoud, Anas, Acun, Bilge, Agarwal, Saurabh, Roman, Ahmed, Aly, Ahmed A, Chen, Beidi, Wu, Carole-Jean
We present LayerSkip, an end-to-end solution to speed-up inference of large language models (LLMs). First, during training we apply layer dropout, with low dropout rates for earlier layers and higher dropout rates for later layers, and an early exit
Externí odkaz:
http://arxiv.org/abs/2404.16710
We explore two primary classes of approaches to dimensionality reduction (DR): Independent Dimensionality Reduction (IDR) and Simultaneous Dimensionality Reduction (SDR). In IDR methods, of which Principal Components Analysis is a paradigmatic exampl
Externí odkaz:
http://arxiv.org/abs/2310.04458
Gravity is the weakest of all known forces. Measuring the force of gravity from micro and nano-scale source masses is an essential first step toward low-energy quantum gravity tests. In addition, measuring gravitational forces where the center-of-mas
Externí odkaz:
http://arxiv.org/abs/2212.06970
A fundamental problem in analysis of complex systems is getting a reliable estimate of entropy of their probability distributions over the state space. This is difficult because unsampled states can contribute substantially to the entropy, while they
Externí odkaz:
http://arxiv.org/abs/2207.00962
Quantitative models of associative learning that explain the behavior of real animals with high precision have turned out very difficult to construct. We do this in the context of the dynamics of the thermal preference of C. elegans. For this, we qua
Externí odkaz:
http://arxiv.org/abs/2206.00293
Motivated by recent experimental studies in microbiology, we suggest a modification of the classic ballistic deposition model of surface growth, where the memory of a deposition at a site induces more depositions at that site or its neighbors. By stu
Externí odkaz:
http://arxiv.org/abs/2202.11224
Autor:
Roman, Ahmed Hemdan
In this thesis we discuss linear dependence of translations which is intimately related to the zero divisor conjecture. We also discuss the square integrable representations of the generalized Wyle-Heisenberg group in 𝑛² dimensions and its relati
Externí odkaz:
http://hdl.handle.net/10919/53956
Publikováno v:
J. Theor. Biol. 403, 10 (2016)
Predicting the fate of ecologies is a daunting, albeit extremely important, task. As part of this task one needs to develop an understanding of the organization, hierarchies, and correlations among the species forming the ecology. Focusing on complex
Externí odkaz:
http://arxiv.org/abs/1605.02028
Publikováno v:
Int. J. Mod. Phys. A 31, 1630012 (2016)
In this note we discuss the question of gauge invariance in the presence of a minimal length. This contribution is prepared for the celebration of the 60th anniversary of the Yang-Mills theory.
Comment: 23 pages, 2 figures, uses ws-procs975x65.c
Comment: 23 pages, 2 figures, uses ws-procs975x65.c
Externí odkaz:
http://arxiv.org/abs/1602.07752
Publikováno v:
Banach J. Math. Anal. 11, no. 4 (2017), 945-962
Let $G$ be a locally compact group. We examine the problem of determining when nonzero functions in $L^2(G)$ have linearly independent translations. In particular, we establish some results for the case when $G$ has an irreducible, square integrable,
Externí odkaz:
http://arxiv.org/abs/1509.00493