Suchergebnisse - encoding (Algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

Automatic Complementary Separation Pruning Toward Lightweight CNNs von Levin, David, Singer, Gonen

Inhaltsangabe: “… is designed specifically for supervised learning tasks, where we construct a graph space that encodes …”
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"Quantum supremacy" challenged. Instantaneous noise-based logic with benchmark demonstrations von Kenarangui, Nasir, Daugherity, Walter C., Powalka, Arthur, Kish, Laszlo B.

Inhaltsangabe: “… relying on quantum hardware. INBL encodes logical information in orthogonal stochastic processes ("noise …”
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Quantum Machine Learning for Predicting Anastomotic Leak: A Clinical Study von Novák, Vojtěch, Zelinka, Ivan, Přibylová, Lenka, Martínek, Lubomír, Benčurik, Vladimír

Inhaltsangabe: “… classical models including logistic regression, multilayer perceptrons, and boosting algorithms. Using a …”
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Tomography for Plasma Imaging: a Unifying Framework for Bayesian Inference von Hamm, D., Theiler, C., Simeoni, M., Duval, B. P., Debarre, T., Simons, L., Queralt, J. R.

Inhaltsangabe: “… finite, and often limited, number of line-integrated measurements. Decades of algorithmic refinement have …”
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A Resource Efficient Quantum Kernel von Singh, Utkarsh, Laprade, Jean-Frédéric, Goldberg, Aaron Z., Heshami, Khabat

Inhaltsangabe: “… systems for processing. Conventional feature maps, for encoding data onto a quantum circuit are currently …”
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Sub-Connected Hybrid Beamfocusing Design for RSMA-Enabled Near-Field Communications with Imperfect CSI and SIC von Zhou, Jiasi, Chen, Ruirui, Sun, Yanjing, Tellambura, Chintha

Inhaltsangabe: “… Near-field spherical waves inherently encode both direction and distance information, enabling …”
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A surrogate model for topology optimisation of elastic structures via parametric autoencoders von Giacomini, Matteo, Huerta, Antonio

Inhaltsangabe: “… A surrogate-based topology optimisation algorithm for linear elastic structures under parametric …”
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Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey von Li, Jindong, Fu, Yali, Liu, Jiahong, Cao, Linxiao, Ji, Wei, Yang, Menglin, King, Irwin, Yang, Ming-Hsuan

Inhaltsangabe: “… and modern paradigms and analyze their algorithmic principles, training dynamics, and integration challenges …”
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Pushdown Reward Machines for Reinforcement Learning von Varricchione, Giovanni, Klassen, Toryn Q., Alechina, Natasha, Dastani, Mehdi, Logan, Brian, McIlraith, Sheila A.

Inhaltsangabe: “… Reward machines (RMs) are automata structures that encode (non-Markovian) reward functions …”
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Stackelberg Coupling of Online Representation Learning and Reinforcement Learning von Martinez, Fernando, Li, Tao, Lu, Yingdong, Chen, Juntao

Inhaltsangabe: “… strategy by updating less frequently, while the perception network (encoder) acts as the follower, adapting …”
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ReCode: Improving LLM-based Code Repair with Fine-Grained Retrieval-Augmented Generation von Zhao, Yicong, Chen, Shisong, Zhang, Jiacheng, Li, Zhixu

Inhaltsangabe: “… preliminary algorithm type predictions; and (2) a modular dual-encoder architecture that separately processes …”
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A Depth-Independent Linear Chain Ansatz for Large-Scale Quantum Approximate Optimization von Wang, Zixu, Mandell, Jack, Xu, Yangyang, Shi, Jian

Inhaltsangabe: “… computing. Among various quantum algorithms, the Quantum Approximate Optimization Algorithm (QAOA), as one …”
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Fairness-Aware Reinforcement Learning (FAReL): A Framework for Transparent and Balanced Sequential Decision-Making von Cimpean, Alexandra, Orzan, Nicole, Jonker, Catholijn, Libin, Pieter, Nowé, Ann

Inhaltsangabe: “… . Therefore, we require algorithms that can make suitable and transparent trade-offs between performance …”
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TriAlignXA: An Explainable Trilemma Alignment Framework for Trustworthy Agri-product Grading von Xie, Jianfei, Li, Ziyang

Inhaltsangabe: “… ' (TTI). We redefine the role of algorithms from 'decision-makers' to 'providers of transparent decision …”
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Quantum Low-Density Parity-Check Codes von Vasic, Bane, Savin, Valentin, Pacenti, Michele, Borah, Shantom, Raveendran, Nithin

Inhaltsangabe: “… decoding algorithms and the development of fault-tolerant protocols operating on QLDPC-encoded quantum …”
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TEMPORA: Efficient Verification of Metric Temporal Properties with Past in Pointwise Semantics von Akshay, S., Contractor, Prerak, Gastin, Paul, Govind, R., Srivathsan, B.

Inhaltsangabe: “… encode many interesting timed properties especially when past and future modalities are used together …”
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Unlocking Off-the-Grid Sparse Recovery with Unlimited Sensing: Simultaneous Super-Resolution in Time and Amplitude von Guo, Ruiming, Bhandari, Ayush

Inhaltsangabe: “… and algorithmic advances over the past decade, these developments often overlook critical challenges at the analog …”
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ATLAS: Efficient Atom Rearrangement for Defect-Free Neutral-Atom Quantum Arrays Under Transport Loss von Savola, Otto, Paler, Alexandru

Inhaltsangabe: “… Neutral-atom quantum computers encode qubits in individually trapped atoms arranged in optical …”
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Simulated Annealing for Quadratic and Higher-Order Unconstrained Integer Optimization von Suzuki, Kohei

Inhaltsangabe: “… Simulated annealing (SA) is a key algorithm for solving combinatorial optimization problems, which …”
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Benchmarking Distributed Quantum Computing Emulators von Díaz-Camacho, Guillermo, Llovo, Iago F., Cardama, F. Javier, Bautista, Irais, Faílde, Daniel, Juane, Mariamo Mussa, Vázquez-Pérez, Jorge, Costas, Natalia, Pena, Tomás F., Gómez, Andrés

Inhaltsangabe: “… }^{\dagger}$) as a representative test case, which enables efficient phase recovery from pre-encoded Fourier …”
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