Risultati della ricerca - encoding (algorithm OR algorithmics)

Quantum Monte Carlo for Economics: Stress Testing and Macroeconomic Deep Learning di Skavysh, Vladimir, Priazhkina, Sofia, Guala, Diego, Bromley, Thomas R.

Sommario: “... computing and especially the QMC algorithm. Then, we illustrate how to formulate and encode into quantum...”
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A Few Shot Learning Scheme for Quantum Natural Language Processing di Rubio-Perez, Juan P.

Sommario: “... of quantum systems and quantum algorithms. Issues which force the development of Hybrid Quantum-Classical...”
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Codimensional MultiMeshing: Synchronizing the Evolution of Multiple Embedded Geometries di Tao, Michael, Dai, Jiacheng, Zorin, Denis, Schneider, Teseo, Panozzo, Daniele

Sommario: “... boundary conditions. We propose a data structure and algorithmic framework for hierarchically encoding a...”
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Autoencoded UMAP-Enhanced Clustering for Unsupervised Learning di Chavooshi, Malihehsadat, Mamonov, Alexander V.

Sommario: “... of the data into a low-dimensional space followed by any conventional clustering algorithm. The embedding...”
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Adversarial Dependence Minimization di De Plaen, Pierre-François, Tuytelaars, Tinne, Proesmans, Marc, Van Gool, Luc

Sommario: “... relationships. This work provides a differentiable and scalable algorithm for dependence minimization that goes...”
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Pcodec: Better Compression for Numerical Sequences di Loncaric, Martin, Jeppesen, Niels, Zinberg, Ben

Sommario: “...We present Pcodec (Pco), a format and algorithm for losslessly compressing numerical (float...”
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Quantum Walks on Arbitrary Spatial Networks with Rydberg Atoms di Almeida, Gabriel, Santos, Raul, Janiurek, Lara, Omar, Yasser

Sommario: “... tunable interactions to encode and manipulate information in the electronic states of individual atoms...”
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Conditional Independence Estimates for the Generalized Nonparanormal di Shah, Ujas, Lladser, Manuel, Morrison, Rebecca

Sommario: “...For general non-Gaussian distributions, the covariance and precision matrices do not encode...”
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Nonlocal decoding of positional and correlational information during development di Zhang, Alex Chen Yi, Hoyos, Pablo Mateu, Brückner, David, Tkačik, Gašper

Sommario: “... and on the ``structural prior'' that encodes the geometry of the cellular lattice performing the readout. We derive upper...”
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Improved large-scale graph learning through ridge spectral sparsification di Calandriello, Daniele, Koutis, Ioannis, Lazaric, Alessandro, Valko, Michal

Sommario: “... variety of critical advances. A central object in the analysis is the graph Laplacian L, which encodes...”
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Multilayer Graph Approach to Deep Subspace Clustering di Sindičić, Lovro, Kopriva, Ivica

Sommario: “..., such approach ignores complementary information that exist in other layers of the encoder (including the input...”
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Learning Conditional Invariances through Non-Commutativity di Chaudhuri, Abhra, Georgescu, Serban, Dutta, Anjan

Sommario: “...Invariance learning algorithms that conditionally filter out domain-specific random variables...”
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Data-Driven Prediction and Control of Hammerstein-Wiener Systems with Implicit Gaussian Processes di Yin, Mingzhou, Müller, Matthias A.

Sommario: “... physics-informed Gaussian process (GP) models that encode the block-oriented model structure. Data-driven...”
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1 Particle - 1 Qubit: Particle Physics Data Encoding for Quantum Machine Learning di Bal, Aritra, Klute, Markus, Maier, Benedikt, Oughton, Melik, Pezone, Eric, Spannowsky, Michael

Sommario: “...We introduce 1P1Q, a novel quantum data encoding scheme for high-energy physics (HEP), where each...”
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Simultaneous variances of Pauli strings, weighted independence numbers, and a new kind of perfection of graphs di Xu, Zhen-Peng, Wang, Jie, Ye, Qi, Koßmann, Gereon, Schwonnek, René, Winter, Andreas

Sommario: “...A set of Pauli stings is well characterized by the graph that encodes its commutatitivity structure...”
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Graph Autoencoder for Process Monitoring di Zhang, Xiangrui

Sommario: “... mechanism (SSAM) and a spatial-temporal encoder-decoder module utilizing graph convolutional long-short term...”
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Minimum Weight Decoding in the Colour Code is NP-hard di Walters, Mark, Turner, Mark L.

Sommario: “... logical qubits are encoded in a larger number of physical qubits. One promising encoding is known...”
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Computing Diameter +1 in Truly Subquadratic Time for Unit-Disk Graphs di Chang, Hsien-Chih, Gao, Jie, Le, Hung

Sommario: “... algorithms, while geometric intersection graphs of unit balls, congruent equilateral triangles, and unit...”
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Drastic Circuit Depth Reductions with Preserved Adversarial Robustness by Approximate Encoding for Quantum Machine Learning di West, Maxwell T., Nakhl, Azar C., Heredge, Jamie, Creevey, Floyd M., Hollenberg, Lloyd C. L., Sevior, Martin, Usman, Muhammad

Sommario: “... by challenges. Amongst those, a key barrier is the computationally expensive task of encoding classical data...”
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Structure-Guided Automated Reasoning di Bannach, Max, Hecher, Markus

Sommario: “.... Such theorems are usually proven by algorithms for the model-checking problem of the logic, which is often...”
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