Risultati della ricerca - decoding (Algorithmssssic OR (algorithm OR (algorithmics OR algorithmics)))

Decoding-Time Language Model Alignment with Multiple Objectives di Shi, Ruizhe, Chen, Yifang, Hu, Yushi, Liu, Alisa, Hajishirzi, Hannaneh, Smith, Noah A., Du, Simon S.

Sommario: “...-objective decoding (MOD)}$, a decoding-time algorithm that outputs the next token from a linear combination...”
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Flag Proxy Networks: Tackling the Architectural, Scheduling, and Decoding Obstacles of Quantum LDPC codes di Vittal, Suhas, Javadi-Abhari, Ali, Cross, Andrew W., Bishop, Lev S., Qureshi, Moinuddin

Sommario: “... this algorithm for fault-tolerant syndrome extraction on FPNs. {\em Third}, we present two decoders that leverage...”
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Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes di Gong, Anqi, Cammerer, Sebastian, Renes, Joseph M.

Sommario: “...-check (LDPC) codes. The proposed algorithm is composed of classical belief propagation (BP) decoding...”
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SignSGD with Federated Voting di Park, Chanho, Poor, H. Vincent, Lee, Namyoon

Sommario: “... parameter server. SignSGD with majority voting (signSGD-MV) is an effective distributed learning algorithm...”
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HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment di Jiang, Youhe, Yan, Ran, Yuan, Binhang

Sommario: “...Disaggregating the prefill and decoding phases represents an effective new paradigm for generative...”
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Coding Theorem for Generalized Reed-Solomon Codes di Zheng, Xiangping, Ma, Xiao

Sommario: “... techniques. In the finite-length region, we present an ML decoding algorithm for the generalized RS codes...”
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d2: Improving Reasoning in Diffusion Language Models via Trajectory Likelihood Estimation di Wang, Guanghan, Turok, Gilad, Schiff, Yair, Arriola, Marianne, Kuleshov, Volodymyr

Sommario: “... gradient algorithm that relies on accurate estimates of the sampling trajectory likelihoods. Because...”
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Estimating Detector Error Models on Google's Willow di Arms, Kregg Elliot, McHugh, Martin James, Nyhan, Joseph Edward, Reus, William Frederick, Ulrich, James Loudon

Sommario: “... several algorithms to learn DEM parameters and structure from syndromes without using a decoder...”
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Cachemir: Fully Homomorphic Encrypted Inference of Generative Large Language Model with KV Cache di Yu, Ye, Zhou, Yifan, Chen, Yi, Soto, Pedro, Xiong, Wenjie, Li, Meng

Sommario: “... predominantly rely on an autoregressive decoding strategy, which generates output tokens sequentially...”
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Maximum-Likelihood--Based Position Decoding of Laser Processed Converging Pixel CsI: Tl Detectors for High-Resolution SPECT di Zhang, Xi, Sitek, Arkadiusz, Blackberg, Lisa, Kupinski, Matthew, Furenlid, Lars, Sabet, Hamid

Sommario: “... architecture, combined with statistical decoding algorithms, provides a promising path toward the development...”
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Simulations of a 2 x 1.5D coded aperture camera for X-ray astronomy di Zand, J. J. M. in 't, Kuiper, L., Ceraudo, F., Evangelista, Y., Hernanz, M., Patruno, A.

Sommario: “... LEM-X. We here report on a study of two decoding algorithms for this instrument and its imaging...”
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AHASD: Asynchronous Heterogeneous Architecture for LLM Adaptive Drafting Speculative Decoding on Mobile Devices di Zirui, Ma, Zhihua, Fan, Wenxing, Li, Haibin, Wu, Fulin, Zhang, Xiaochun, Ye, Wenming, Li

Sommario: “...Speculative decoding enhances the inference efficiency of large language models (LLMs...”
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Towards Robust and Accurate Myoelectric Controller Design based on Multi-objective Optimization using Evolutionary Computation di Shaikh, Ahmed Aqeel, Mukhopadhyay, Anand Kumar, Poddar, Soumyajit, Samui, Suman

Sommario: “... kernelized SVM classifier for decoding the information of surface electromyography (sEMG) signals to infer...”
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Doubly-Iterative Sparsified MMSE Turbo Equalization for OTFS Modulation di Li, Haotian, Yu, Qiyue

Sommario: “...-input-soft-input (SISO) MMSE estimator and a SISO decoder. Our proposed equalizer does not suffer from...”
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Multiobjective Vehicle Routing Optimization with Time Windows: A Hybrid Approach Using Deep Reinforcement Learning and NSGA-II di Wu, Rixin, Wang, Ran, Hao, Jie, Wu, Qiang, Wang, Ping, Niyato, Dusit

Sommario: “... genetic algorithm-II (NSGA-II) method is then employed to optimize the outcomes produced by the WADRL...”
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The Power of Iterative Filtering for Supervised Learning with (Heavy) Contamination di Klivans, Adam R., Stavropoulos, Konstantinos, Tian, Kevin, Vasilyan, Arsen

Sommario: “... and in a list-decodable setting. (3) We obtain the first efficient algorithms for tolerant testable...”
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Dynamic Control Aware Semantic Communication Enabled Image Transmission for Lunar Landing di Zhao, Fangzhou, Sun, Yao, Lan, Jianglin, Imran, Muhammad Ali

Sommario: “...-performance autonomous landing algorithms, improving landing accuracy while reducing the lander...”
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Kakeya Conjecture and Conditional Kolmogorov Complexity di Polson, Nicholas G., Zantedeschi, Daniel

Sommario: “...This paper develops an information-theoretic framework for algorithmic complexity under regular...”
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Represented Is Not Computed: A Causal Test of Candidate Algorithmic Intermediates in a Transformer di Darade, Ishita, Thorat, Sushrut

Sommario: “... are rarely specified precisely enough to define a candidate internal algorithm. Arithmetic offers a cleaner...”
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Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge di Wodzinski, Marek, Müller, Henning

Sommario: “... to the SEG.A challenge organized during the MICCAI 2023 conference. We propose a fully automated algorithm...”
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