Risultati della ricerca - encoding (algorithm OR algorithmics)

Data Encoding for VQC in Qiskit, A Comparison With Novel Hybrid Encoding di Biswas, Hillol

Sommario: “...If quantum machine learning emulates the ways of classical machine learning, data encoding in a...”
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Empowering deep neural quantum states through efficient optimization di Chen, Ao, Heyl, Markus

Sommario: “... states to solve the quantum many-body problem by encoding the many-body wavefunction into artificial...”
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Molecular Electronic Structure Calculation via a Quantum Computer di Naeij, Hamid Reza, Mahmoudi, Erfan, Yeganeh, Hossein Davoodi, Akbari, Mohsen

Sommario: “... Eigensolver (VQE) algorithm, as a hybrid quantum-classical algorithm to calculate the ground state energy...”
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A Machine Learning Approach to Two-Stage Adaptive Robust Optimization di Bertsimas, Dimitris, Kim, Cheol Woo

Sommario: “... optimization (ARO) problems with binary here-and-now variables and polyhedral uncertainty sets. We encode...”
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On the Length of Strongly Monotone Descending Chains over $\mathbb{N}^d$ di Schmitz, Sylvain, Schütze, Lia

Sommario: “... unary encoding to $n^{2^{O(d)}}$, improving on Rackoff's $n^{2^{O(d\lg d)}}$ upper bound (Theor. Comput...”
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Quantum Financial Modeling on Noisy Intermediate-Scale Quantum Hardware: Random Walks using Approximate Quantum Counting di Widdows, Dominic, Bhattacharyya, Amit

Sommario: “... processes. Quantum hardware is currently available at a relatively small scale, but effective algorithms...”
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Efficient solution of sequences of parametrized Lyapunov equations with applications di Palitta, Davide, Tomljanović, Zoran, Nakić, Ivica, Saak, Jens

Sommario: “... is encoded as a low-rank modification to a \emph{seed}, fixed matrix. We propose two novel numerical...”
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CLIPPER: Robust Data Association without an Initial Guess di Lusk, Parker C., How, Jonathan P.

Sommario: “... encoded in weighted edges, and frequently attempt to solve NP-hard problems exactly. In contrast, we...”
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Assessing the query complexity limits of quantum phase estimation using symmetry aware spectral bounds di Cortes, Cristian L., Rocca, Dario, Gonthier, Jerome, Ollitrault, Pauline J., Parrish, Robert M., Anselmetti, Gian-Luca R., Degroote, Matthias, Moll, Nikolaj, Santagati, Raffaele, Streif, Michael

Sommario: “...The computational cost of quantum algorithms for physics and chemistry is closely linked...”
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Multi-Objective Genetic Algorithm for Materialized View Optimization in Data Warehouses di Manavi, Mahdi

Sommario: “... algorithm based approach to materialized view selection that aims to minimize execution time and total cost...”
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Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs di Wu, Lili, Evans, Ben, Islam, Riashat, Seraj, Raihan, Efroni, Yonathan, Lamb, Alex

Sommario: “...Discovering an informative, or agent-centric, state representation that encodes only the relevant...”
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PP-GWAS: Privacy Preserving Multi-Site Genome-wide Association Studies di Swaminathan, Arjhun, Hannemann, Anika, Ünal, Ali Burak, Pfeifer, Nico, Akgün, Mete

Sommario: “... data privacy. This algorithm employs randomized encoding within a distributed architecture to perform...”
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A Partition Cover Approach to Tokenization di Lim, Jia Peng, Tan, Shawn, Choo, Davin, Lauw, Hady W.

Sommario: “...Tokenization is the process of encoding strings into tokens of a fixed vocabulary size...”
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Toward a Low-Cost Perception System in Autonomous Vehicles: A Spectrum Learning Approach di Alsakabi, Mohammed, Erickson, Aidan, Dolan, John M., Tonguz, Ozan K.

Sommario: “... positional encoding algorithm inspired by Bartlett's spatial spectrum estimation technique. This algorithm...”
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Uplink Transmission Design for Fluid Antenna-Enabled Multiuser MIMO Systems with Imperfect CSI di Hu, Linyue, Li, Luchu, Pan, Cunhua, Ren, Hong

Sommario: “... algorithm (GA) method is proposed, encoding antenna configurations as population individuals. Additionally...”
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Learning local neighborhoods of non-Gaussian graphical models: A measure transport approach di Liaw, Sarah, Morrison, Rebecca, Marzouk, Youssef, Baptista, Ricardo

Sommario: “... the structure of a probabilistic graphical model, which encodes these dependencies, by assuming...”
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Fine-Grained Behavior and Lane Constraints Guided Trajectory Prediction Method di Xiong, Wenyi, Chen, Jian, Qi, Ziheng

Sommario: “... the attention of many researchers. Existing prediction algorithms focus on extracting more detailed scene...”
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Range Space or Null Space: Least-Squares Methods for the Realization Problem di He, Jiabao, Xu, Yueyue, Ju, Yue, Rojas, Cristian R., Hjalmarsson, Håkan

Sommario: “... the fact that both its range space and left null space encode critical information about the state-space...”
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Efficient Quantum Access Model for Sparse Structured Matrices using Linear Combination of Things di Gnanasekaran, Abeynaya, Surana, Amit

Sommario: “... in variational quantum algorithms and for constructing block encodings in fault-tolerant quantum algorithms. We...”
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Cobble: Compiling Block Encodings for Quantum Computational Linear Algebra di Yuan, Charles

Sommario: “...Quantum algorithms for computational linear algebra promise up to exponential speedups...”
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