Zobrazeno 1 - 10
of 13 017
pro vyhledávání: '"P. Augustín"'
The deployment of machine learning models in operational contexts represents a significant investment for any organisation. Consequently, the risk of these models being misappropriated by competitors needs to be addressed. In recent years, numerous p
Externí odkaz:
http://arxiv.org/abs/2412.13021
It is a well-known issue that in Item Response Theory models there is no closed-form for the maximum likelihood estimators of the item parameters. Parameter estimation is therefore typically achieved by means of numerical methods like gradient search
Externí odkaz:
http://arxiv.org/abs/2411.18351
Autor:
Chen, Dairong, Wyporek, Augustin Couton, Chailloleau, Pierre, Valli, Ahmed Sidi El, Morone, Flaviano, Mangin, Stephane, Sun, Jonathan Z., Sels, Dries, Kent, Andrew D.
Magnetic Tunnel Junctions (MTJs) are of great interest for non-conventional computing applications. The Toffoli gate is a universal reversible logic gate, enabling the construction of arbitrary boolean circuits. Here, we present a proof-of-concept co
Externí odkaz:
http://arxiv.org/abs/2411.00203
As AI systems are becoming more and more popular and used in various critical domains (health, transport, energy, ...), the need to provide guarantees and trust of their safety is undeniable. To this end, we present PyRAT, a tool based on abstract in
Externí odkaz:
http://arxiv.org/abs/2410.23903
Autor:
Augustin, Maximilian, Sarwar, Syed Shakib, Elhoushi, Mostafa, Zhang, Sai Qian, Li, Yuecheng, De Salvo, Barbara
Following their success in natural language processing (NLP), there has been a shift towards transformer models in computer vision. While transformers perform well and offer promising multi-tasking performance, due to their high compute requirements,
Externí odkaz:
http://arxiv.org/abs/2410.17661
We provide a conformal field theory (CFT) description of the probabilistic model of boundary effects in the wired uniform spanning tree (UST) and its algebraic content, concerning the entire first row of the Kac table with central charge $c=-2$. Name
Externí odkaz:
http://arxiv.org/abs/2410.09800
We introduce a class of polynomials that we call fused Specht polynomials and use them to characterize irreducible representations of the fused Hecke algebra with parameter $q=-1$ in the space of polynomials. We apply the fused Specht polynomials to
Externí odkaz:
http://arxiv.org/abs/2410.09798
In materials science, finding crystal structures that have targeted properties is crucial. While recent methodologies such as Bayesian optimization and deep generative models have made some advances on this issue, these methods often face difficultie
Externí odkaz:
http://arxiv.org/abs/2410.08562
Autor:
Simons, Raymond C., Peeples, Molly S., Tumlinson, Jason, O'Shea, Brian W., Lochhaas, Cassandra, Wright, Anna C., Acharyya, Ayan, Augustin, Ramona, Hamilton-Campos, Kathleen A., Smith, Britton D., Lehner, Nicolas, Werk, Jessica K., Zheng, Yong
We investigate the co-evolution of the angular momentum of Milky Way-like galaxies, their circumgalactic gas, and their dark matter halos using zoom-in simulations from the Figuring Out Gas & Galaxies in Enzo (FOGGIE) suite. We examine how the magnit
Externí odkaz:
http://arxiv.org/abs/2409.17244
Autor:
Berthet, Pierre-Augustin
Due to developments in quantum computing, classical asymmetric cryptography is at risk of being breached. Consequently, new Post-Quantum Cryptography (PQC) primitives using lattices are studied. Another point of scrutiny is the resilience of these ne
Externí odkaz:
http://arxiv.org/abs/2409.16107