Risultati della ricerca - encoding (algorithm OR algorithmics)

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

Sommario: “... (FL) algorithms typically consider unimodal datasets, require identical model architectures, and fail...”
Testo

Large-Scale Model Enabled Semantic Communication Based on Robust Knowledge Distillation di Ding, Kuiyuan, Guo, Caili, Yang, Yang, Du, Zhongtian, Saad, Walid

Sommario: “... differentiable architecture search (KDL-DARTS) algorithm is proposed. This algorithm integrates knowledge...”
Testo

Efficient Quantum State Preparation with Bucket Brigade QRAM di Berti, Alessandro, Ghisoni, Francesco

Sommario: “... algorithms. The cost of this step can significantly limit the realization of quantum advantage in domains...”
Testo

Variational quantum one-class classifier di Park, Gunhee, Huh, Joonsuk, Park, Daniel K.

Sommario: “... of applications. This work presents a semi-supervised quantum machine learning algorithm for such a problem, which...”
Testo

CACTO-SL: Using Sobolev Learning to improve Continuous Actor-Critic with Trajectory Optimization di Alboni, Elisa, Grandesso, Gianluigi, Papini, Gastone Pietro Rosati, Carpentier, Justin, Del Prete, Andrea

Sommario: “... 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 di Muller, Jean-Michel, Salvy, Bruno

Sommario: “...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 di Dey, Tamal K., Hou, Tao, Morozov, Dmitriy

Sommario: “... deletions in addition to simplex insertions. The barcodes computed from zigzag filtrations encode...”
Testo

Practical Bayesian Algorithm Execution via Posterior Sampling di Cheng, Chu Xin, Astudillo, Raul, Desautels, Thomas, Yue, Yisong

Sommario: “... 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 di Shoham, Elad, Cohen, Hadar, Wattad, Khalil, Rika, Havana, Vilenchik, Dan

Sommario: “... 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 di Nghiem, Nhat A.

Sommario: “... 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 di Ceccon, Marina, Cornacchia, Giandomenico, Pezze, Davide Dalle, Fabris, Alessandro, Susto, Gian Antonio

Sommario: “...Undesirable biases encoded in the data are key drivers of algorithmic discrimination...”
Testo

L-QLES: Sparse Laplacian generator for evaluating Quantum Linear Equation Solvers di Lapworth, Leigh

Sommario: “... 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 di Bannach, Max, Grover, Jai, Hecher, Markus

Sommario: “... 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 di Scannell, Aidan, Nakhaei, Mohammadreza, Kujanpää, Kalle, Zhao, Yi, Luck, Kevin Sebastian, Solin, Arno, Pajarinen, Joni

Sommario: “... encodings are more effective representations for continuous control, compared to alternative encodings...”
Testo

Quantum-Efficient Convolution through Sparse Matrix Encoding and Low-Depth Inner Product Circuits di Roshanshah, Mohammad Rasoul, Kazemikhah, Payman, Aghababa, Hossein

Sommario: “... architectures, yet their extension into the quantum domain has remained algorithmically and physically costly...”
Testo

ViT-Transformer: Self-attention mechanism based constitutive modeling for nonlinear heterogeneous materials di Zhou, Yijing, Semnani, Shabnam J.

Sommario: “...-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 di Mahasinghe, Anuradha, De Silva, Kaushika, Cadet, Xavier, Chin, Peter, Cadet, Frederic, Wang, Jingbo

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

Sommario: “... 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 di Salgado, Henry, Kendall, Meagan R., Ceberio, Martine

Sommario: “... 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 di Galvez-Viruet, J. J.

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