Search Results - Decoding (algorithm OR algorithmics)

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

Table of Contents: “… 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 by Bhendawade, Nikhil, Nishu, Kumari, Kundu, Arnav, Bartels, Chris, Cho, Minsik, Belousova, Irina

Table of Contents: “… 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 by 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

Table of Contents: “… 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 by Qin, Zongyue, He, Zifan, Prakriya, Neha, Cong, Jason, Sun, Yizhou

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

Table of Contents: “…, 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 by Mosheiff, Jonathan, Resch, Nicolas, Shang, Kuo, Yuan, Chen

Table of Contents: “… 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 by Rosehill, Daniel, Gemini 3.1 (Flash), Chatterbox TTS

Table of Contents: “…. 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 by Ortin, Jorge, Garcia, Paloma, Gutierrez, Fernando, Valdovinos, Antonio

Table of Contents: “…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 by Brakensiek, Joshua, Chen, Yeyuan, Dhar, Manik, Zhang, Zihan

Table of Contents: “… 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 by Touati, H., de Lamare, R. C.

Table of Contents: “… 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 by Nandi, Ankita, Chakrabartty, Shantanu, Thakur, Chetan Singh

Table of Contents: “…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 by Touati, Hassan, de Lamare, Rodrigo C.

Table of Contents: “… 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 by Jinnai, Yuu, Honda, Ukyo, Morimura, Tetsuro, Zhang, Peinan

Table of Contents: “… 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 by Thomas, Rahul, Pal, Arka

Table of Contents: “… 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 by Portnoy, Ayelet C., Solomon, Amit, Cohen, Alejandro

Table of Contents: “…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 by Javed, Sana, Garcia-Herrero, Francisco, Vasic, Bane, Flanagan, Mark F.

Table of Contents: “… 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 by Stylianou, Evagoras, Sidorenko, Vladimir, Deppe, Christian, Boche, Holger

Table of Contents: “…-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 by Deng, Ziheng, Liu, Xue, Jiang, Jiantong, Li, Yankai, Deng, Qingxu, Yang, Xiaochun

Table of Contents: “…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 by Liao, Junyi, Zhu, Zihan, Fang, Ethan, Yang, Zhuoran, Tarokh, Vahid

Table of Contents: “… 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 by Oliveira, R. M., de Lamare, R. C.

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