Zobrazeno 1 - 10
of 157
pro vyhledávání: '"Ginis, Vincent"'
Autor:
Lu, Jinsheng, Benea-Chelmus, Ileana-Cristina, Ginis, Vincent, Ossiander, Marcus, Capasso, Federico
Interferometers are essential tools to measure and shape optical fields, and are widely used in optical metrology, sensing, laser physics, and quantum mechanics. They superimpose waves with a mutual phase delay, resulting in a change in light intensi
Externí odkaz:
http://arxiv.org/abs/2410.03081
Message passing is the dominant paradigm in Graph Neural Networks (GNNs). The efficiency of message passing, however, can be limited by the topology of the graph. This happens when information is lost during propagation due to being oversquashed when
Externí odkaz:
http://arxiv.org/abs/2407.09381
Autor:
Algaba, Andres, Mazijn, Carmen, Holst, Vincent, Tori, Floriano, Wenmackers, Sylvia, Ginis, Vincent
Citation practices are crucial in shaping the structure of scientific knowledge, yet they are often influenced by contemporary norms and biases. The emergence of Large Language Models (LLMs) introduces a new dynamic to these practices. Interestingly,
Externí odkaz:
http://arxiv.org/abs/2405.15739
Park et al. [1] reported a decline in the disruptiveness of scientific and technological knowledge over time. Their main finding is based on the computation of CD indices, a measure of disruption in citation networks [2], across almost 45 million pap
Externí odkaz:
http://arxiv.org/abs/2402.14583
Most group fairness notions detect unethical biases by computing statistical parity metrics on a model's output. However, this approach suffers from several shortcomings, such as philosophical disagreement, mutual incompatibility, and lack of interpr
Externí odkaz:
http://arxiv.org/abs/2307.15466
We here present a stepping stone towards a deeper understanding of convolutional neural networks (CNNs) in the form of a theory of learning in linear CNNs. Through analyzing the gradient descent equations, we discover that the evolution of the networ
Externí odkaz:
http://arxiv.org/abs/2303.02034
AI systems can create, propagate, support, and automate bias in decision-making processes. To mitigate biased decisions, we both need to understand the origin of the bias and define what it means for an algorithm to make fair decisions. Most group fa
Externí odkaz:
http://arxiv.org/abs/2208.12786
Autor:
Ginis, Vincent, Benea-Chelmus, Ileana-Cristina, Lu, Jinsheng, Piccardo, Marco, Capasso, Federico
Optical resonators enable the generation, manipulation, and storage of electromagnetic waves. They are widely used in technology and fundamental research, in telecommunications, lasers and nonlinear optics, ultra-sensitive measurements in cavity opto
Externí odkaz:
http://arxiv.org/abs/2202.11775
Optical devices lie at the heart of most of the technology we see around us. When one actually wants to make such an optical device, one can predict its optical behavior using computational simulations of Maxwell's equations. If one then asks what th
Externí odkaz:
http://arxiv.org/abs/2202.03578
Autor:
Piccardo, Marco, Ginis, Vincent, Forbes, Andrew, Mahler, Simon, Friesem, Asher A., Davidson, Nir, Ren, Haoran, Dorrah, Ahmed H., Capasso, Federico, Dullo, Firehun T., Ahluwalia, Balpreet S., Ambrosio, Antonio, Gigan, Sylvain, Treps, Nicolas, Hiekkamäki, Markus, Fickler, Robert, Kues, Michael, Moss, David, Morandotti, Roberto, Riemensberger, Johann, Kippenberg, Tobias J., Faist, Jérôme, Scalari, Giacomo, Picqué, Nathalie, Hänsch, Theodor W., Cerullo, Giulio, Manzoni, Cristian, Lugiato, Luigi A., Brambilla, Massimo, Columbo, Lorenzo, Gatti, Alessandra, Prati, Franco, Shiri, Abbas, Abouraddy, Ayman F., Alù, Andrea, Galiffi, Emanuele, Pendry, J. B., Huidobro, Paloma A.
Our ability to generate new distributions of light has been remarkably enhanced in recent years. At the most fundamental level, these light patterns are obtained by ingeniously combining different electromagnetic modes. Interestingly, the modal super
Externí odkaz:
http://arxiv.org/abs/2104.03550