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

Beyond Belief Propagation: Cluster-Corrected Tensor Network Contraction with Exponential Convergence di Midha, Siddhant, Zhang, Yifan F.

Sommario: “... powerful approximation algorithm for this task, its accuracy limitations are poorly understood...”
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Interaction-Grounded Learning for Contextual Markov Decision Processes with Personalized Feedback di Zhang, Mengxiao, Zhang, Yuheng, Luo, Haipeng, Mineiro, Paul

Sommario: “... than explicit numerical rewards. While prior work on IGL provides efficient algorithms with provable...”
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Quantum Sparse Coding and Decoding Based on Quantum Network di Ji, Xun, Liu, Qin, Huang, Shang, Chen, Andi, Wu, Shengjun

Sommario: “... symmetric quantum neural network for realizing sparse coding and decoding algorithms. Our networks consist...”
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Robust Mixture Learning when Outliers Overwhelm Small Groups di Dmitriev, Daniil, Buhai, Rares-Darius, Tiegel, Stefan, Wolters, Alexander, Novikov, Gleb, Sanyal, Amartya, Steurer, David, Yang, Fanny

Sommario: “... setting we refer to as list-decodable mixture learning (LD-ML). In this case, adversarial outliers can...”
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The Optimization of Random Tree Codes for Limited Computational Resources di Bacinoglu, B. Tan

Sommario: “... ensembles under a sequential decoding algorithm with a hard computational limit and consider...”
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Is Pre-training Applicable to the Decoder for Dense Prediction? di Ning, Chao, Gan, Wanshui, Xuan, Weihao, Yokoya, Naoto

Sommario: “... to effectively extract visual features from images. The decoder subsequently processes these features to generate...”
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In situ fully vectorial tomography and pupil function retrieval of tightly focused fields di Liu, Xin, Tu, Shijie, Hu, Yiwen, Peng, Yifan, Han, Yubing, Kuang, Cuifang, Liu, Xu, Hao, Xiang

Sommario: “... further employ a focus scanning strategy. When combined with our decoding algorithm, this strategy...”
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Can Transformers Reason Logically? A Study in SAT Solving di Pan, Leyan, Ganesh, Vijay, Abernethy, Jacob, Esposo, Chris, Lee, Wenke

Sommario: “...We formally study the logical reasoning capabilities of decoder-only Transformers in the context...”
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ORBGRAND Is Exactly Capacity-achieving via Rank Companding di Li, Zhuang, Zhang, Wenyi

Sommario: “...Within the family of guessing-based decoding algorithms, ordered reliability bits GRAND (ORBGRAND...”
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Model Input-Output Configuration Search with Embedded Feature Selection for Sensor Time-series and Image Classification di Hoang, Anh T., Viharos, Zsolt J.

Sommario: “... predictions from diverse datasets. Traditional machine learning algorithms rely on well-defined input...”
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Data-driven guessing and gluing of unstable periodic orbits di Beck, Pierre, Parker, Jeremy P., Schneider, Tobias M.

Sommario: “... convergence algorithms deform entire space-time fields (loops) until they satisfy the evolution equations...”
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Holographic MIMO Multi-Cell Communications di Zhi, Kangda, Yang, Tianyu, Li, Shuangyang, Song, Yi, Wu, Tuo, Caire, Giuseppe

Sommario: “... an accelerated sphere decoding (SD)-based algorithm which yields global optimal solution in the iteration...”
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Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling di Lipkin, Benjamin, LeBrun, Benjamin, Vigly, Jacob Hoover, Loula, João, MacIver, David R., Du, Li, Eisner, Jason, Cotterell, Ryan, Mansinghka, Vikash, O'Donnell, Timothy J., Lew, Alexander K., Vieira, Tim

Sommario: “... constrained decoding (LCD), incrementally sampling tokens at each time step such that the constraint is never...”
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Dim and Small Target Detection for Drone Broadcast Frames Based on Time-Frequency Analysis di Li, Jie, Li, Jing, Ju, Zhanyu, Gong, Fengkui, Lv, Lu

Sommario: “...We propose a dim and small target detection algorithm for drone broadcast frames based on the time...”
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Event-Triggered Reinforcement Learning Based Joint Resource Allocation for Ultra-Reliable Low-Latency V2X Communications di Khan, Nasir, Coleri, Sinem

Sommario: “... optimization-based algorithms. However, these methods often fail to guarantee the strict reliability...”
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Global Resolution: Optimal Multi-Draft Speculative Sampling via Convex Minimization di Thomas, Rahul Krishna, Pal, Arka

Sommario: “...Speculative sampling reduces the latency of autoregressive decoding for target model LLMs without...”
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List Decoding Expander-Based Codes up to Capacity in Near-Linear Time di Srivastava, Shashank, Tulsiani, Madhur

Sommario: “...We give a new framework based on graph regularity lemmas, for list decoding and list recovery...”
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Reinforcement Learning for Near-Optimal Design of Zero-Delay Codes for Markov Sources di Cregg, Liam, Linder, Tamas, Yuksel, Serdar

Sommario: “..., where the goal is to encode and decode a finite-alphabet Markov source without any delay. It has been...”
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Sparsifying dimensionality reduction of PDE solution data with Bregman learning di Heeringa, Tjeerd Jan, Brune, Christoph, Guo, Mengwu

Sommario: “... to suboptimal latent dimensionality. To overcome these, we propose a multistep algorithm that induces sparsity...”
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Designing lensless imaging systems to maximize information capture di Kabuli, Leyla A., Pinkard, Henry, Markley, Eric, Hung, Clara S., Waller, Laura

Sommario: “... measurements, then a computational decoding algorithm to reconstruct images. In this work, we evaluate...”
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