Resultados de búsqueda - encoding (algorithm OR (algorithmics OR Algorithmssssics))

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

Tabla de Contenidos: “… 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 por Rubio-Perez, Juan P.

Tabla de Contenidos: “… 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 por Tao, Michael, Dai, Jiacheng, Zorin, Denis, Schneider, Teseo, Panozzo, Daniele

Tabla de Contenidos: “… 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 por Chavooshi, Malihehsadat, Mamonov, Alexander V.

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

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

Tabla de Contenidos: “…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 por Almeida, Gabriel, Santos, Raul, Janiurek, Lara, Omar, Yasser

Tabla de Contenidos: “… 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 por Shah, Ujas, Lladser, Manuel, Morrison, Rebecca

Tabla de Contenidos: “…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 por Zhang, Alex Chen Yi, Hoyos, Pablo Mateu, Brückner, David, Tkačik, Gašper

Tabla de Contenidos: “… 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 por Calandriello, Daniele, Koutis, Ioannis, Lazaric, Alessandro, Valko, Michal

Tabla de Contenidos: “… 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 por Sindičić, Lovro, Kopriva, Ivica

Tabla de Contenidos: “…, 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 por Chaudhuri, Abhra, Georgescu, Serban, Dutta, Anjan

Tabla de Contenidos: “…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 por Yin, Mingzhou, Müller, Matthias A.

Tabla de Contenidos: “… 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 por Bal, Aritra, Klute, Markus, Maier, Benedikt, Oughton, Melik, Pezone, Eric, Spannowsky, Michael

Tabla de Contenidos: “…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 por Xu, Zhen-Peng, Wang, Jie, Ye, Qi, Koßmann, Gereon, Schwonnek, René, Winter, Andreas

Tabla de Contenidos: “…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 por Zhang, Xiangrui

Tabla de Contenidos: “… 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 por Walters, Mark, Turner, Mark L.

Tabla de Contenidos: “… 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 por Chang, Hsien-Chih, Gao, Jie, Le, Hung

Tabla de Contenidos: “… 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 por West, Maxwell T., Nakhl, Azar C., Heredge, Jamie, Creevey, Floyd M., Hollenberg, Lloyd C. L., Sevior, Martin, Usman, Muhammad

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

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