Risultati della ricerca - (decoding OR encoding) (algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

Quantum Solvers for Nonlinear Matrix Equations in Quantum Chemistry di Rodenas-Ruiz, Pablo, Zhao, Andrew, Lee, Joonho

Sommario: “...$-particle, $m$-hole RPA, our algorithm yields a block-encoding of the amplitude solution and estimates...”
Testo

Optimization of Quadratic Constraints by Decoded Quantum Interferometry di Hillel, Daniel Cohen

Sommario: “... algorithm that uses the quantum Fourier transform to reduce linear optimization problems -- max-XORSAT...”
Testo

The Trie Measure, Revisited di Alanko, Jarno N., Becker, Ruben, Cenzato, Davide, Gagie, Travis, Kim, Sung-Hwan, Kodric, Bojana, Prezza, Nicola

Sommario: “... that find the value of $a$ minimizing the trie measure when this encoding is used. Our two algorithms run...”
Testo

Fairness Implications of Encoding Protected Categorical Attributes di Mougan, Carlos, Alvarez, Jose M., Ruggieri, Salvatore, Staab, Steffen

Sommario: “..., encoding methods influence how and what the machine learning algorithm will learn, affecting model...”
Testo

Frozen Set Design for Precoded Polar Codes di Miloslavskaya, Vera, Li, Yonghui, Vucetic, Branka

Sommario: “...This paper focuses on the frozen set design for precoded polar codes decoded by the successive...”
Testo

Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies di Li, Siyang, Wang, Hongbin, Chen, Xiaoqing, Wu, Dongrui

Sommario: “.... This review highlights the core decoding algorithms that enable multimodal BCIs, including a dissection...”
Testo

Mind The Gap: Quantifying Mechanistic Gaps in Algorithmic Reasoning via Neural Compilation di Saldyt, Lucas, Kambhampati, Subbarao

Sommario: “... that directly encodes a source algorithm into neural network parameters, enabling the network to compute...”
Testo

Optimized Soft-Aided Decoding of OFEC and Staircase Codes di Rapp, Lukas, Miao, Sisi, Schmalen, Laurent

Sommario: “...We propose a novel soft-aided hard-decision decoding algorithm for general product-like codes...”
Testo

Towards an Automated Framework for Realizing Quantum Computing Solutions di Quetschlich, Nils, Burgholzer, Lukas, Wille, Robert

Sommario: “..., a suitable quantum algorithm has to be determined, the problem has to be encoded in a form suitable...”
Testo

D-SELD: Dataset-Scalable Exemplar LCA-Decoder di Takaghaj, Sanaz Mahmoodi, Sampson, Jack

Sommario: “... of the human brain and natively mapping Spiking Neural Networks (SNNs). Effective training algorithms for SNNs...”
Testo

Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet di Deineko, Elija, Kehrt, Carina

Sommario: “... VRP with a finite vehicle fleet size. The approach is based on an encoder-decoder architecture...”
Testo

Transformer See, Transformer Do: Copying as an Intermediate Step in Learning Analogical Reasoning di Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Sommario: “... with more heterogeneous datasets, where our 3-layer encoder-decoder model outperforms most frontier models...”
Testo

Robust Model-Based Iteration for Passive Gamma Emission Tomography di Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Sommario: “... for the learned component: an encoder-decoder-style convolutional neural network, Fourier Neural Operators...”
Testo

Decoding Quasi-Cyclic Quantum LDPC Codes di Golowich, Louis, Guruswami, Venkatesan

Sommario: “... for such intractable inner codes. Our main result is an efficient decoding algorithm for these codes that corrects $Θ(N...”
Testo

A Theory of Composition and Duality of Extremal Optimal Fixed-Point Algorithms di Yoon, TaeHo, Grimmer, Benjamin

Sommario: “...In this work, we reveal a rich combinatorial structure underlying exact minimax optimal algorithms...”
Testo

Efficient Massive Machine Type Communication (mMTC) via AMP di Mohammadkarimi, Mostafa, Ardakani, Masoud

Sommario: “...We propose efficient and low-complexity multiuser detection (MUD) algorithms for Gaussian multiple...”
Testo

Physics-Aware Initialization Refinement in Code-Aided EM for Blind Channel Estimation di Chen, Chin-Hung, Nikoloska, Ivana, van Houtum, Wim, Wu, Yan, Alvarado, Alex

Sommario: “... to distinguish. We propose an effective initialization refinement algorithm that utilizes the decoder output as a...”
Testo

Randomized Quantum Singular Value Transformation di Wang, Xinzhao, Zhang, Yuxin, Hazra, Soumyabrata, Li, Tongyang, Shao, Changpeng, Chakraborty, Shantanav

Sommario: “... unifying framework for many quantum algorithms. Standard implementations of QSVT rely on block encodings...”
Testo

Human Expertise in Algorithmic Prediction di Alur, Rohan, Raghavan, Manish, Shah, Devavrat

Sommario: “... is not encoded in an algorithm's training data. Algorithmic indistinguishability yields a natural test...”
Testo

Quantum Algorithm for Radiative Transfer Equation di Igarashi, Asuka, Kadowaki, Tadashi, Kawabata, Shiro

Sommario: “..., and the initial encoding of the quantum state remains a challenging problem, our quantum algorithm exponentially...”
Testo