Risultati della ricerca - encoding (Algorithmsssics OR (algorithm OR (algorithm OR (algorithmicsics OR algorithm))))

Positional Attention: Expressivity and Learnability of Algorithmic Computation di de Luca, Artur Back, Giapitzakis, George, Yang, Shenghao, Veličković, Petar, Fountoulakis, Kimon

Sommario: “...There is a growing interest in the ability of neural networks to execute algorithmic tasks (e.g...”
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Factoring an integer with three oscillators and a qubit di Brenner, Lukas, Caha, Libor, Coiteux-Roy, Xavier, Koenig, Robert

Sommario: “...-to-oscillator encodings, our algorithm relies on the CV (rather than discrete) Fourier transform. The physical...”
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End-to-End Quantum Algorithm for Topology Optimization in Structural Mechanics di Hölscher, Leonhard, Ahrend, Oliver, Karch, Lukas, L'Estocq, Carlotta, Andreu, Marc Marfany, Stollenwerk, Tobias, Wilhelm, Frank K., Kowalski, Julia

Sommario: “... through the finite-element method (FEM) using established quantum algorithms, including block-encoding...”
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Trellis BMA: Coded Trace Reconstruction on IDS Channels for DNA Storage di Srinivasavaradhan, Sundara Rajan, Gopi, Sivakanth, Pfister, Henry D., Yekhanin, Sergey

Sommario: “...-deletion-substitution (IDS) channel and design both encoding schemes and low-complexity decoding algorithms...”
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A Spatio-temporal Graph Network Allowing Incomplete Trajectory Input for Pedestrian Trajectory Prediction di Long, Juncen, Bardaro, Gianluca, Mentasti, Simone, Matteucci, Matteo

Sommario: “... in environments with pedestrians. Most pedestrian trajectory prediction algorithms require the input historical...”
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Function Encoders: A Principled Approach to Transfer Learning in Hilbert Spaces di Ingebrand, Tyler, Thorpe, Adam J., Topcu, Ufuk

Sommario: “...A central challenge in transfer learning is designing algorithms that can quickly adapt...”
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A Lattice-Reduction Aided Vector Perturbation Precoder Relying on Quantum Annealing di Winter, Samuel, Zhang, Yangyishi, Zheng, Gan, Hanzo, Lajos

Sommario: “... stage. The proposed algorithm is also shown to approach the performance of a sphere encoder, which...”
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Neuro-symbolic Syntactic Parsing: Shaping a Neural Network with the CYK Algorithm di Zanzotto, Fabio Massimo, Ranaldi, Federico, Satta, Giorgio

Sommario: “... for encoding the CYK algorithm in trainable matrix-vector multiplications.We experimented with a very simple...”
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Resource Implications of Different Encodings for Quantum Computational Fluid Dynamics di Kösel, Hans A., Ewert, Roland, Delfs, Jan W.

Sommario: “... this work lead to a new encoding approach, which is proposed specifically for a quantum algorithm...”
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Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine di Alsadat, Shayan Meshkat, Gaglione, Jean-Raphael, Neider, Daniel, Topcu, Ufuk, Xu, Zhe

Sommario: “... Machine) algorithm in order to encode high-level knowledge into reinforcement learning using automaton...”
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Accelerating Relative Entropy Coding with Space Partitioning di He, Jiajun, Flamich, Gergely, Hernández-Lobato, José Miguel

Sommario: “...Relative entropy coding (REC) algorithms encode a random sample following a target distribution $Q...”
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Quantum Signal Processing and Quantum Singular Value Transformation on $U(N)$ di Lu, Xi, Liu, Yuan, Lin, Hongwei

Sommario: “... polynomial transformations of block-encoded matrices on quantum computers, and has achieved asymptotically...”
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On the Existence of Universal Simulators of Attention di Dutta, Debanjan, Chakrabarty, Anish, Ansari, Faizanuddin, Das, Swagatam

Sommario: “... of transformer encoders, we present algorithmic solutions to replicate attention outputs and the underlying...”
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Scalable Quantum Computational Science: A Perspective from Block-Encodings and Polynomial Transformations di Joven, Kevin J., Das, Elin Ranjan, Bierman, Joel, Majumdar, Aishwarya, Heris, Masoud Hakimi, Liu, Yuan

Sommario: “... of block-encodings, and various generalizations of quantum signal processing (QSP) algorithms to perform...”
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Quasi-optimal quantum Markov chain spectral gap estimation di Connolly, Adam, Herbert, Steven, Sorci, Julien

Sommario: “...This paper proposes a quantum algorithm for Markov chain spectral gap estimation that is quasi...”
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Quantum Machine Learning for Digital Health? A Systematic Review di Gupta, Riddhi S., Wood, Carolyn E., Engstrom, Teyl, Pole, Jason D., Shrapnel, Sally

Sommario: “... of general quantum algorithms. Meanwhile, novel data-encoding strategies do not address scalability issues...”
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Deep Generative Model based Rate-Distortion for Image Downscaling Assessment di Liang, Yuanbang, Garg, Bhavesh, Rosin, Paul L, Qin, Yipeng

Sommario: “... to quantitatively evaluate image downscaling algorithms. In contrast to image-based methods that measure the quality...”
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Language Models Exhibit Inconsistent Biases Towards Algorithmic Agents and Human Experts di Bo, Jessica Y., Mok, Lillio, Anderson, Ashton

Sommario: “... that LLMs may encode inconsistent biases towards humans and algorithms, which need to be carefully...”
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On the minimal free resolution of the Rees algebra of tri-generated bivariate monomial ideals di Iglesias, Rodrigo, Orth, Matthias, Sáenz-de-Cabezón, Eduardo, Seiler, Werner M.

Sommario: “...)$. Based on the data obtained by this algorithm, we build a graph that encodes the minimal free resolution...”
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Theoretical and Empirical Analysis of Lehmer Codes to Search Permutation Spaces with Evolutionary Algorithms di Ma, Yuxuan, Santucci, Valentino, Witt, Carsten

Sommario: “... of evolutionary algorithms and related metaheuristics. We focus on problems in permutation spaces, which...”
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