Zobrazeno 1 - 10
of 95 764
pro vyhledávání: '"A. Gauthier"'
Emissions markets play a crucial role in reducing pollution by encouraging firms to minimize costs. However, their structure heavily relies on the decisions of policymakers, on the future economic activities, and on the availability of abatement tech
Externí odkaz:
http://arxiv.org/abs/2411.06185
Autor:
D'Orazio, Ryan, Vucetic, Danilo, Liu, Zichu, Kim, Junhyung Lyle, Mitliagkas, Ioannis, Gidel, Gauthier
Deep learning has proven to be effective in a wide variety of loss minimization problems. However, many applications of interest, like minimizing projected Bellman error and min-max optimization, cannot be modelled as minimizing a scalar loss functio
Externí odkaz:
http://arxiv.org/abs/2411.05228
Autor:
Durieux, Gauthier, Remmen, Grant N., Rodd, Nicholas L., Éboli, O. J. P., Gonzalez-Garcia, M. C., Kondo, Dan, Murayama, Hitoshi, Okabe, Risshin
In this note, we give a definitive basis for the dimension-eight operators leading to quartic -- but no cubic -- interactions among electroweak gauge bosons. These are often called anomalous quartic gauge couplings, or aQGCs. We distinguish in partic
Externí odkaz:
http://arxiv.org/abs/2411.02483
Interpreting the decisions of Convolutional Neural Networks (CNNs) is essential for understanding their behavior, yet explainability remains a significant challenge, particularly for self-supervised models. Most existing methods for generating salien
Externí odkaz:
http://arxiv.org/abs/2410.23072
Autor:
Chang, Ming-Hua, Backes, Steffen, Lu, Donghui, Gauthier, Nicolas, Hashimoto, Makoto, Chen, Guan-Yu, Wen, Hai-Hu, Mo, Sung-Kwan, Valenti, Roser, Pfau, Heike
The attractive interaction in conventional BCS superconductors is provided by a bosonic mode. However, the pairing glue of most unconventional superconductors is unknown. The effect of electron-boson coupling is therefore extensively studied in these
Externí odkaz:
http://arxiv.org/abs/2410.23044
Autor:
Przystupa, Michael, Gidel, Gauthier, Taylor, Matthew E., Jagersand, Martin, Piater, Justus, Tosatto, Samuele
As robots become more common for both able-bodied individuals and those living with a disability, it is increasingly important that lay people be able to drive multi-degree-of-freedom platforms with low-dimensional controllers. One approach is to use
Externí odkaz:
http://arxiv.org/abs/2410.21406
Given two sets of elements (such as cell types and drug compounds), researchers typically only have access to a limited subset of their interactions. The task of causal imputation involves using this subset to predict unobserved interactions. Squires
Externí odkaz:
http://arxiv.org/abs/2410.20647
We consider multi-agent systems with cooperative interactions and study the convergence to consensus in the case of time-dependent lack of interaction. We prove a new condition ensuring consensus: we define a graph in which directed arrows correspond
Externí odkaz:
http://arxiv.org/abs/2410.10486
Merging in a Bottle: Differentiable Adaptive Merging (DAM) and the Path from Averaging to Automation
Autor:
Gauthier-Caron, Thomas, Siriwardhana, Shamane, Stein, Elliot, Ehghaghi, Malikeh, Goddard, Charles, McQuade, Mark, Solawetz, Jacob, Labonne, Maxime
By merging models, AI systems can combine the distinct strengths of separate language models, achieving a balance between multiple capabilities without requiring substantial retraining. However, the integration process can be intricate due to differe
Externí odkaz:
http://arxiv.org/abs/2410.08371
Autor:
Calka, Pierre, Quilan, Gauthier
The convex hull peeling of a point set consists in taking the convex hull, then removing the extreme points and iterating that procedure until no point remains. The boundary of each hull is called a layer. Following on from [15], we study the first l
Externí odkaz:
http://arxiv.org/abs/2410.05868