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

Joint Detection and Decoding: A Graph Neural Network Approach di Clausius, Jannis, Rübenacke, Marvin, Tandler, Daniel, Brink, Stephan ten

Sommario: “... problem for sum-product algorithm (SPA)-based detection, and b) the robustness against channel state...”
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Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inference di Bhendawade, Nikhil, Nishu, Kumari, Kundu, Arnav, Bartels, Chris, Cho, Minsik, Belousova, Irina

Sommario: “... scaling. We present Mirror Speculative Decoding (Mirror-SD), an inference algorithm that breaks...”
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SnapStream: Efficient Long Sequence Decoding on Dataflow Accelerators di Li, Jonathan, Farahini, Nasim, Iuliugin, Evgenii, Vesterlund, Magnus, Häggström, Christian, Wang, Guangtao, Upasani, Shubhangi, Sachdeva, Ayush, Li, Rui, Fu, Faline, Wu, Chen, Siddiqua, Ayesha, Long, John, Zhao, Tuowen, Musaddiq, Matheen, Zeffer, Håkan, Du, Yun, Wang, Mingran, Li, Qinghua, Li, Bo, Thakker, Urmish, Prabhakar, Raghu

Sommario: “... by these frameworks make it difficult to admit modifications to the standard multi-head attention algorithm, while...”
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Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference di Qin, Zongyue, He, Zifan, Prakriya, Neha, Cong, Jason, Sun, Yizhou

Sommario: “... algorithm to mitigate the memory overhead of beam sampling... ...”
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Collab: Controlled Decoding using Mixture of Agents for LLM Alignment di Chakraborty, Souradip, Bhatt, Sujay, Sehwag, Udari Madhushani, Ghosal, Soumya Suvra, Qiu, Jiahao, Wang, Mengdi, Manocha, Dinesh, Huang, Furong, Koppel, Alec, Ganesh, Sumitra

Sommario: “..., which is computationally expensive. Controlled Decoding, by contrast, provides a mechanism for aligning...”
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Randomness-Efficient Constructions of Capacity-Achieving List-Decodable Codes di Mosheiff, Jonathan, Resch, Nicolas, Shang, Kuo, Yuan, Chen

Sommario: “... algorithms. The second construction consumes $2nL$ random bits and yields a code where both it and its dual...”
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Ep. 122: Deep Learning Decoded: The Math Behind the Machine di Rosehill, Daniel, Gemini 3.1 (Flash), Chatterbox TTS

Sommario: “.... These are "expert systems" built on rigid if-then rules. For example, a GPS routing algorithm or a chess...”
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A* Based Algorithm for Reduced Complexity ML Decoding of Tailbiting Codes di Ortin, Jorge, Garcia, Paloma, Gutierrez, Fernando, Valdovinos, Antonio

Sommario: “...The A* algorithm is a graph search algorithm which has shown good results in terms of computational...”
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Unique Decoding of Reed-Solomon and Related Codes for Semi-Adversarial Errors di Brakensiek, Joshua, Chen, Yeyuan, Dhar, Manik, Zhang, Zihan

Sommario: “... efficient unique decoding algorithms in the semi-adversarial model. For interleaved Reed--Solomon (IRS...”
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Study of Weighted Residual Layered Belief Propagation for Decoding of LDPC Codes di Touati, H., de Lamare, R. C.

Sommario: “... dynamic scheduling algorithms that require a reduced number of iterations. In particular, we devise...”
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Margin Propagation based XOR-SAT Solvers for Decoding of LDPC Codes di Nandi, Ankita, Chakrabartty, Shantanu, Thakur, Chetan Singh

Sommario: “...Decoding of Low-Density Parity Check (LDPC) codes can be viewed as a special case of XOR-SAT...”
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Study of Adaptive Reliability-Driven Conditional Innovation Decoding for LDPC Codes di Touati, Hassan, de Lamare, Rodrigo C.

Sommario: “... algorithm for low-density parity check (LDPC) codes. The proposed AR-CID decoding algorithm consists of one...”
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Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding di Jinnai, Yuu, Honda, Ukyo, Morimura, Tetsuro, Zhang, Peinan

Sommario: “... for generating sentences of the highest quality among the decoding algorithms. However, existing algorithms...”
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Greedy Multi-Path Block Verification for Faster Decoding in Speculative Sampling di Thomas, Rahul, Pal, Arka

Sommario: “... algorithm involving target and draft model probabilities, a prefix of the candidate sequence is accepted...”
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Two-Stage Decoding Algorithm and Bounds for Group Testing with Prior Statistics di Portnoy, Ayelet C., Solomon, Amit, Cohen, Alejandro

Sommario: “...In this paper, we propose an efficient two-stage decoding algorithm for non-adaptive Group Testing...”
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Low-Complexity Linear Programming Based Decoding of Quantum LDPC codes di Javed, Sana, Garcia-Herrero, Francisco, Vasic, Bane, Flanagan, Mark F.

Sommario: “... decoding quantum low-density parity-check codes with belief propagation based algorithms. First, a low...”
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Minimal Trellises for non-Degenerate and Degenerate Decoding of Quantum Stabilizer Codes di Stylianou, Evagoras, Sidorenko, Vladimir, Deppe, Christian, Boche, Holger

Sommario: “...-degenerate maximum likelihood error estimation using the Viterbi algorithm. Additionally, novel techniques...”
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FLASH Viterbi: Fast and Adaptive Viterbi Decoding for Modern Data Systems di Deng, Ziheng, Liu, Xue, Jiang, Jiantong, Li, Yankai, Deng, Qingxu, Yang, Xiaochun

Sommario: “...The Viterbi algorithm is a key operator for structured sequence inference in modern data systems...”
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Decoding Rewards in Competitive Games: Inverse Game Theory with Entropy Regularization di Liao, Junyi, Zhu, Zihan, Fang, Ethan, Yang, Zhuoran, Tarokh, Vahid

Sommario: “... upon this theoretical foundation, we propose a novel algorithm to learn reward functions from observed...”
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Study of Adaptive Reweighted Sparse Belief Propagation Decoders for Polar Codes di Oliveira, R. M., de Lamare, R. C.

Sommario: “... for polar codes. The AR-SBP technique is inspired by decoders that employ the sum-product algorithm for low...”
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