Risultati della ricerca - decoding (algorithm OR ((algorithmssic OR Algorithmsssic) OR algorithmsssic))

Brain-to-Text Benchmark '24: Lessons Learned di Willett, Francis R., Li, Jingyuan, Le, Trung, Fan, Chaofei, Chen, Mingfei, Shlizerman, Eli, Chen, Yue, Zheng, Xin, Okubo, Tatsuo S., Benster, Tyler, Lee, Hyun Dong, Kounga, Maxwell, Buchanan, E. Kelly, Zoltowski, David, Linderman, Scott W., Henderson, Jaimie M.

Sommario: “... of decoding algorithms that convert neural activity to text. Here, we summarize the lessons learned from...”
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BubbleSpec: Turning Long-Tail Bubbles into Speculative Rollout Drafts for Synchronous Reinforcement Learning di Xu, Yuhang, Tian, Kaibin, Tian, Yang, Yang, Zhice, Yu, Yifeng, Li, Yan, Liu, Shengzhong, Wu, Fan, Chen, Guihai

Sommario: “... or asynchronous RL, mitigate these bubbles by compromising the algorithm's strict synchronous nature. Instead, we...”
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Punctured Low-Bias Codes Behave Like Random Linear Codes di Guruswami, Venkatesan, Mosheiff, Jonathan

Sommario: “... besides linearity, and are not amenable to tractable error-correction algorithms. In this work, we prove...”
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Efficient Certificates of Anti-Concentration Beyond Gaussians di Bakshi, Ainesh, Kothari, Pravesh, Rajendran, Goutham, Tulsiani, Madhur, Vijayaraghavan, Aravindan

Sommario: “... in algorithmic robust statistics e.g., list-decodable learning and clustering, to such distributions. Our...”
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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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Low-overhead quantum error correction codes with a cyclic topology di Simakov, Ilya. A., Besedin, Ilya. S.

Sommario: “... algorithm supported by an improved lookup table decoder and provide a numerical simulation of the proposed...”
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Parity-check Codes from Disjunct Matrices di Haymaker, Kathryn, McMillon, Emily

Sommario: “... round of bit-flipping decoding with regard to a modified version of Gallager's bit-flipping decoding...”
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Setting up the Data Printer with Improved English to Ukrainian Machine Translation di Paniv, Yurii, Chaplynskyi, Dmytro, Trynus, Nikita, Kyrylov, Volodymyr

Sommario: “... of new algorithmic tasks expressed in natural language. Examples of task performance expressed in English...”
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Phase Alignment Enhances Oscillatory Power in Neural Mass Models Optimized for Class Encoding di Pei, Alexander

Sommario: “... simple neural circuits can represent information. A genetic algorithm was used to optimize parameters...”
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Interpolation of Quantum Polar Codes and Quantum Reed-Muller Codes di Hidaka, Keita, Abdelhadi, Dina, Urbanke, Ruediger

Sommario: “..., though no known efficient decoding algorithm exists for them. In this work, we propose strategies...”
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Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs di Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Sommario: “...), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods...”
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From Quarter to All: Accelerating Speculative LLM Decoding via Floating-Point Exponent Remapping and Parameter Sharing di Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Sommario: “... extra overheads. We propose SPEQ, an algorithm-hardware co-designed speculative decoding method...”
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Low-Complexity Sparse Superimposed Coding for Ultra Reliable Low Latency Communications di Zhang, Yanfeng, Fan, Xi'an, Zhu, Xu, Zheng, Jinkai, Liang, Hui, Yang, Weiwei, Luan, Tom H.

Sommario: “... high encoding and decoding complexity due to the use of dense codebook matrices. In this paper, we...”
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XShare: Collaborative in-Batch Expert Sharing for Faster MoE Inference di Vankov, Daniil, Ivkin, Nikita, Ulrich, Kyle, Song, Xiang, Khetan, Ashish, Karypis, George

Sommario: “... models. However, in production inference, request batching and speculative decoding significantly amplify...”
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Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs di Miyamoto, Sora, Oba, Daisuke, Okazaki, Naoaki

Sommario: “...), a tree-search decoding algorithm that aligns its search policy with the remaining token budget...”
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Trellis BMA: Coded Trace Reconstruction on IDS Channels for DNA Storage di Srinivasavaradhan, Sundara Rajan, Gopi, Sivakanth, Pfister, Henry D., Yekhanin, Sergey

Sommario: “...-deletion-substitution (IDS) channel and design both encoding schemes and low-complexity decoding algorithms...”
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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...”
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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...”
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A new approach to the Berlekamp-Massey-Sakata Algorithm. Improving Locator Decoding di Bernal, José Joaquín, Simón, Juan Jacobo

Sommario: “... algorithm is exactly a Groebner basis for the mentioned ideal. Then, we apply these results to improve...”
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