Search Results - encoding ((algorithmics OR algorithmicsics) OR (algorithm OR (Algorithmssssicsics OR algorithm)))

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

Table of Contents: “…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 by Brenner, Lukas, Caha, Libor, Coiteux-Roy, Xavier, Koenig, Robert

Table of Contents: “…-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 by Hölscher, Leonhard, Ahrend, Oliver, Karch, Lukas, L'Estocq, Carlotta, Andreu, Marc Marfany, Stollenwerk, Tobias, Wilhelm, Frank K., Kowalski, Julia

Table of Contents: “… 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 by Srinivasavaradhan, Sundara Rajan, Gopi, Sivakanth, Pfister, Henry D., Yekhanin, Sergey

Table of Contents: “…-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 by Long, Juncen, Bardaro, Gianluca, Mentasti, Simone, Matteucci, Matteo

Table of Contents: “… 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 by Ingebrand, Tyler, Thorpe, Adam J., Topcu, Ufuk

Table of Contents: “…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 by Winter, Samuel, Zhang, Yangyishi, Zheng, Gan, Hanzo, Lajos

Table of Contents: “… 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 by Zanzotto, Fabio Massimo, Ranaldi, Federico, Satta, Giorgio

Table of Contents: “… 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 by Kösel, Hans A., Ewert, Roland, Delfs, Jan W.

Table of Contents: “… 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 by Alsadat, Shayan Meshkat, Gaglione, Jean-Raphael, Neider, Daniel, Topcu, Ufuk, Xu, Zhe

Table of Contents: “… 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 by He, Jiajun, Flamich, Gergely, Hernández-Lobato, José Miguel

Table of Contents: “…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 $U(N)$ by Lu, Xi, Liu, Yuan, Lin, Hongwei

Table of Contents: “… 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 by Dutta, Debanjan, Chakrabarty, Anish, Ansari, Faizanuddin, Das, Swagatam

Table of Contents: “… 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 by Joven, Kevin J., Das, Elin Ranjan, Bierman, Joel, Majumdar, Aishwarya, Heris, Masoud Hakimi, Liu, Yuan

Table of Contents: “… 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 by Connolly, Adam, Herbert, Steven, Sorci, Julien

Table of Contents: “…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 by Gupta, Riddhi S., Wood, Carolyn E., Engstrom, Teyl, Pole, Jason D., Shrapnel, Sally

Table of Contents: “… 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 by Liang, Yuanbang, Garg, Bhavesh, Rosin, Paul L, Qin, Yipeng

Table of Contents: “… 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 by Bo, Jessica Y., Mok, Lillio, Anderson, Ashton

Table of Contents: “… 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 by Iglesias, Rodrigo, Orth, Matthias, Sáenz-de-Cabezón, Eduardo, Seiler, Werner M.

Table of Contents: “…)$. 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 by Ma, Yuxuan, Santucci, Valentino, Witt, Carsten

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