Risultati della ricerca - encoding (algorithmics OR (algorithm OR (algorithmssics OR (algorithm OR algorithm))))

Binaural Speech Enhancement Using Complex Convolutional Recurrent Networks di Tokala, Vikas, Grinstein, Eric, Brookes, Mike, Doclo, Simon, Jensen, Jesper, Naylor, Patrick A.

Sommario: “...From hearing aids to augmented and virtual reality devices, binaural speech enhancement algorithms...”
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The Quantum Esscher Transform di Qiu, Yixian, Koor, Kelvin, Rebentrost, Patrick

Sommario: “... algorithm is based on the modern techniques of block-encoding and quantum singular value transformation...”
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Zero-Shot Reinforcement Learning via Function Encoders di Ingebrand, Tyler, Zhang, Amy, Topcu, Ufuk

Sommario: “.... To achieve zero-shot transfer, we introduce the function encoder, a representation learning algorithm which...”
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Reinforcement learning-based architecture search for quantum machine learning di Rapp, Frederic, Kreplin, David A., Huber, Marco F., Roth, Marco

Sommario: “...Quantum machine learning models use encoding circuits to map data into a quantum Hilbert space...”
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Solving MNIST with a globally trained Mixture of Quantum Experts di Tognini, Paolo Alessandro Xavier, Banchi, Leonardo, De Palma, Giacomo

Sommario: “... function is the sum of the model functions of each expert. We encode the input with amplitude encoding...”
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Encoding Co-Lex Orders of Finite-State Automata in Linear Space di Becker, Ruben, Cotumaccio, Nicola, Kim, Sung-Hwan, Prezza, Nicola, Tosoni, Carlo

Sommario: “...] and, in fact, this algorithmic result was enabled by a linear space encoding for deterministic automata [Kim et...”
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A comprehensive framework to simulate real-time chemical dynamics on a fault-tolerant quantum computer di da Jornada, Felipe H., Lostaglio, Matteo, Pallister, Sam, Şahinoğlu, Burak, Seetharam, Karthik I.

Sommario: “... infeasible. Hence, central to our approach is the construction of a first-quantized plane-wave algorithm...”
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The Non-Linear Representation Dilemma: Is Causal Abstraction Enough for Mechanistic Interpretability? di Sutter, Denis, Minder, Julian, Hofmann, Thomas, Pimentel, Tiago

Sommario: “... algorithm if there exists a function which allows us to map between them. Notably, most interpretability...”
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Scalable Quantum Walk-Based Heuristics for the Minimum Vertex Cover Problem di Luiz, F. S., Iwakami, A. K. F., Moraes, D. H., de Oliveira, M. C.

Sommario: “...We propose a novel heuristic quantum algorithm for the Minimum Vertex Cover (MVC) problem based...”
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Spin coupling is all you need: Encoding strong electron correlation in molecules on quantum computers di Marti-Dafcik, Daniel, Burton, Hugh G. A., Tew, David P.

Sommario: “...The performance of quantum algorithms for eigenvalue problems, such as computing Hamiltonian...”
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From Quantum Algorithm Primitives to Design Patterns: A Unified Framework for NISQ and Fault‐Tolerant Regimes di Sapthagiri Miriyala, Venkata Ramireddy Chirra

Sommario: “... Existing surveys of quantum algorithms largely treat noisy intermediate‐scale quantum ( nisq ) heuristics...”
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OSVAuto: automatic proofs about functional specifications in OS verification di Wu, Yulun, Xia, Bican, Xu, Jiale, Zhan, Bohua, Zhao, Tianqi

Sommario: “... verifying operating system kernels. The algorithm behind OSVAuto is designed to support natively those data...”
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Gravitational Duals from Equations of State di Bea, Yago, Jimenez, Raul, Mateos, David, Liu, Shuheng, Protopapas, Pavlos, Tarancón-Álvarez, Pedro, Tejerina-Pérez, Pablo

Sommario: “... theories in flat space. Under this map, the equation of state of the field theory is encoded in the black...”
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A Novel Cross-band CSI Prediction Scheme for Multi-band Fingerprint based Localization di Ruihao, Yuan, Kaixuan, Huang, Shunqing, Zhang

Sommario: “... generalized expectation maximization (SAGE) algorithm, then used variational auto-encoder (VAE) to reconstruct...”
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Quantum cellular automata for word statistics facilitated by quantum correlations di Chen, Guanhua, Yao, Yao

Sommario: “...We propose an iterative algorithm to investigate the cooperative evolution dominated by information...”
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Quantum Computational Structure of $SU(N)$ Scattering di McGinnis, Navin

Sommario: “... in terms of quantum algorithms constructed from Linear Combinations of Unitaries and block encoding. ...”
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Parameterized Algorithms for Matching Integer Programs with Additional Rows and Columns di Lassota, Alexandra, Ligthart, Koen

Sommario: “... the following results: (i) a fixed-parameter tractable (FPT) algorithm for ILPs parameterized by the size $p...”
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Highly Efficient Encoding for Job-Shop Scheduling Problems and its Application on Quantum Computers di Schmid, Mathias, Braun, Sarah, Sollacher, Rudolf, Hartmann, Michael J.

Sommario: “... that the encoding we introduce leads to significantly better performance of quantum algorithms than previously...”
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State Regularized Policy Optimization on Data with Dynamics Shift di Xue, Zhenghai, Cai, Qingpeng, Liu, Shuchang, Zheng, Dong, Jiang, Peng, Gai, Kun, An, Bo

Sommario: “...In many real-world scenarios, Reinforcement Learning (RL) algorithms are trained on data...”
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Machine Learning of Nonequilibrium Phase Transition in an Ising Model on Square Lattice di Wordofa, Dagne, Bekele, Mulugeta

Sommario: “... (and non-equilibrium) configurations. In equilibrium Ising model, the Metropolis algorithm respects...”
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