Suchergebnisse - encoding (algorithmsssics OR (algorithm OR algorithm))

Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems von Ghalkha, Abdulmomen, Tian, Zhuojun, Issaid, Chaouki Ben, Bennis, Mehdi

Inhaltsangabe: “… (FL) algorithms typically consider unimodal datasets, require identical model architectures, and fail …”
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Large-Scale Model Enabled Semantic Communication Based on Robust Knowledge Distillation von Ding, Kuiyuan, Guo, Caili, Yang, Yang, Du, Zhongtian, Saad, Walid

Inhaltsangabe: “… differentiable architecture search (KDL-DARTS) algorithm is proposed. This algorithm integrates knowledge …”
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Efficient Quantum State Preparation with Bucket Brigade QRAM von Berti, Alessandro, Ghisoni, Francesco

Inhaltsangabe: “… algorithms. The cost of this step can significantly limit the realization of quantum advantage in domains …”
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Variational quantum one-class classifier von Park, Gunhee, Huh, Joonsuk, Park, Daniel K.

Inhaltsangabe: “… of applications. This work presents a semi-supervised quantum machine learning algorithm for such a problem, which …”
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CACTO-SL: Using Sobolev Learning to improve Continuous Actor-Critic with Trajectory Optimization von Alboni, Elisa, Grandesso, Gianluigi, Papini, Gastone Pietro Rosati, Carpentier, Justin, Del Prete, Andrea

Inhaltsangabe: “… the exploration of an actor-critic RL algorithm. In turns, the policy encoded by the actor is used to warm-start …”
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Effective Quadratic Error Bounds for Floating-Point Algorithms Computing the Hypotenuse Function von Muller, Jean-Michel, Salvy, Bruno

Inhaltsangabe: “… We provide tools to help automate the error analysis of algorithms that evaluate simple functions …”
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A Fast Algorithm for Computing Zigzag Representatives von Dey, Tamal K., Hou, Tao, Morozov, Dmitriy

Inhaltsangabe: “… deletions in addition to simplex insertions. The barcodes computed from zigzag filtrations encode …”
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Practical Bayesian Algorithm Execution via Posterior Sampling von Cheng, Chu Xin, Astudillo, Raul, Desautels, Thomas, Yue, Yisong

Inhaltsangabe: “… points of an expensive function to infer a property of interest encoded as the output of a base algorithm …”
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Concept Learning in the Wild: Towards Algorithmic Understanding of Neural Networks von Shoham, Elad, Cohen, Hadar, Wattad, Khalil, Rika, Havana, Vilenchik, Dan

Inhaltsangabe: “… abstract concepts for tasks like image or text classification. However, for algorithmic tasks like …”
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New Quantum Algorithm For Solving Linear System of Equations von Nghiem, Nhat A.

Inhaltsangabe: “… solutions to linear systems highly desirable. The development of quantum algorithms for solving linear …”
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Underrepresentation, Label Bias, and Proxies: Towards Data Bias Profiles for the EU AI Act and Beyond von Ceccon, Marina, Cornacchia, Giandomenico, Pezze, Davide Dalle, Fabris, Alessandro, Susto, Gian Antonio

Inhaltsangabe: “… Undesirable biases encoded in the data are key drivers of algorithmic discrimination …”
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L-QLES: Sparse Laplacian generator for evaluating Quantum Linear Equation Solvers von Lapworth, Leigh

Inhaltsangabe: “… be encoded using 13 qubits. L-QLES has also been produced to enable algorithm developers to investigate …”
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Strong Structural Bounds for MaxSAT: The Fine Details of Using Neuromorphic and Quantum Hardware Accelerators von Bannach, Max, Grover, Jai, Hecher, Markus

Inhaltsangabe: “… reasoning: The problem at hand is first encoded into MaxSAT; then MaxSAT is reduced to Max2SAT; and finally …”
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Discrete Codebook World Models for Continuous Control von Scannell, Aidan, Nakhaei, Mohammadreza, Kujanpää, Kalle, Zhao, Yi, Luck, Kevin Sebastian, Solin, Arno, Pajarinen, Joni

Inhaltsangabe: “… encodings are more effective representations for continuous control, compared to alternative encodings …”
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Quantum-Efficient Convolution through Sparse Matrix Encoding and Low-Depth Inner Product Circuits von Roshanshah, Mohammad Rasoul, Kazemikhah, Payman, Aghababa, Hossein

Inhaltsangabe: “… architectures, yet their extension into the quantum domain has remained algorithmically and physically costly …”
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ViT-Transformer: Self-attention mechanism based constitutive modeling for nonlinear heterogeneous materials von Zhou, Yijing, Semnani, Shabnam J.

Inhaltsangabe: “… -Transformer, using a Vision Transformer (ViT) encoder and a Transformer-based decoder which are both driven …”
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Hermitian Matrix Function Synthesis without Block-Encoding von Mahasinghe, Anuradha, De Silva, Kaushika, Cadet, Xavier, Chin, Peter, Cadet, Frederic, Wang, Jingbo

Inhaltsangabe: “… -fidelity state preparation, machine learning kernels, and other advanced quantum algorithms. Existing state …”
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Unitaria: Quantum Linear Algebra via Block Encodings von Deiml, Matthias, Hüttenhofer, Oliver, Mosco, Ram, Kottmann, Jakob S., Peterseim, Daniel

Inhaltsangabe: “… toolkits such as NumPy and SciPy to the implementation of quantum algorithms based on block encodings, a …”
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Causal Discovery for Explainable AI: A Dual-Encoding Approach von Salgado, Henry, Kendall, Meagan R., Ceberio, Martine

Inhaltsangabe: “… variables due to numerical instability in conditional independence testing. We propose a dual-encoding …”
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Towards few-body QCD on a quantum computer von Galvez-Viruet, J. J.

Inhaltsangabe: “… review a newly developed compact encoding based on the identification between registers and particles …”
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