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501
Joint Power Control and Resource Allocation With Task Offloading for Collaborative Device‐Edge‐Cloud Computing Systems
Pubblicazione 2024Sommario: “... optimization problem and propose a joint optimization algorithm (JO‐DEC) based on a multiobjective evolutionary...”
Testo
Artículo Open Access -
502
Traversing combinatorial 0/1-polytopes via optimization
Pubblicazione 2023Sommario: “... of $\log n$ larger than the running time of the optimization algorithm. When $X$ encodes a particular class...”
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Preprint -
503
Spoken Word2Vec: Learning Skipgram Embeddings from Speech
Pubblicazione 2023Sommario: “... shallow skipgram-like algorithms fail to encode distributional semantics when the input units...”
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Preprint -
504
Topological degree as a discrete diagnostic for disentanglement, with applications to the $Δ$VAE
Pubblicazione 2024Sommario: “... of the encoder, which is a map from the data manifold to the latent space. By using tools from homology theory...”
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Preprint -
505
Exploring the unleaved tree of numerical semigroups up to a given genus
Pubblicazione 2025Sommario: “...We present a new algorithm to explore or count the numerical semigroups of a given genus which uses...”
Testo
Preprint -
506
Performance Analysis and Noise Impact of a Novel Quantum KNN Algorithm for Machine Learning
Pubblicazione 2025Sommario: “...This paper presents a novel quantum K-nearest neighbors (QKNN) algorithm, which offers improved...”
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Preprint -
507
Dequantization and Hardness of Spectral Sum Estimation
Pubblicazione 2025Sommario: “..., such as the log-determinant. Recent quantum algorithms have demonstrated that the logarithm of the determinant...”
Testo
Preprint -
508
Toward speedup without quantum coherent access
Pubblicazione 2026Sommario: “... has been a central pursuit. Despite various quantum algorithms have been developed, many of them often...”
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Preprint -
509
Minimum Description Length and Generalization Guarantees for Representation Learning
Pubblicazione 2024Sommario: “..., these new bounds reflect the structure of the encoder and are not vacuous for deterministic algorithms. Our...”
Testo
Preprint -
510
Assessing Projected Quantum Kernels for the Classification of IoT Data
Pubblicazione 2025Sommario: “... of quantum technologies. Quantum models inspired by classical algorithms are developed to explore some...”
Testo
Preprint -
511
Quantum Risk Analysis of Financial Derivatives
Pubblicazione 2024Sommario: “...We introduce two quantum algorithms to compute the Value at Risk (VaR) and Conditional Value...”
Testo
Preprint -
512
A Quantum Constraint Generation Framework for Binary Linear Programs
Pubblicazione 2025Sommario: “... can be extended to general integer linear programs (ILP). Quantum optimization algorithms, hybrid...”
Testo
Preprint -
513
Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine
Pubblicazione 2024Sommario: “... Machine) algorithm in order to encode high-level knowledge into reinforcement learning using automaton...”
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Preprint -
514
Accelerating Relative Entropy Coding with Space Partitioning
Pubblicazione 2024Sommario: “...Relative entropy coding (REC) algorithms encode a random sample following a target distribution $Q...”
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Preprint -
515
Quantum Signal Processing and Quantum Singular Value Transformation on $U(N)$
Pubblicazione 2024Sommario: “... polynomial transformations of block-encoded matrices on quantum computers, and has achieved asymptotically...”
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Preprint -
516
On the Existence of Universal Simulators of Attention
Pubblicazione 2025Sommario: “... of transformer encoders, we present algorithmic solutions to replicate attention outputs and the underlying...”
Testo
Preprint -
517
Scalable Quantum Computational Science: A Perspective from Block-Encodings and Polynomial Transformations
Pubblicazione 2025Sommario: “... of block-encodings, and various generalizations of quantum signal processing (QSP) algorithms to perform...”
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Preprint -
518
Quasi-optimal quantum Markov chain spectral gap estimation
Pubblicazione 2026Sommario: “...This paper proposes a quantum algorithm for Markov chain spectral gap estimation that is quasi...”
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Preprint -
519
Understanding Quantum Imaginary Time Evolution and its Variational form
Pubblicazione 2025Sommario: “...Many computationally hard problems can be encoded in quantum Hamiltonians. The solution...”
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Preprint -
520
Encoding of linear kinetic plasma problems in quantum circuits via data compression
Pubblicazione 2024Sommario: “...We propose an algorithm for encoding of linear kinetic plasma problems in quantum circuits...”
Testo
Preprint