Search Results - decoding (algorithm OR (algorithmssics OR (algorithmsssics OR Algorithmssssics)))

Brain-to-Text Benchmark '24: Lessons Learned by 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.

Table of Contents: “… 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 by Xu, Yuhang, Tian, Kaibin, Tian, Yang, Yang, Zhice, Yu, Yifeng, Li, Yan, Liu, Shengzhong, Wu, Fan, Chen, Guihai

Table of Contents: “… 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 by Guruswami, Venkatesan, Mosheiff, Jonathan

Table of Contents: “… 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 by Bakshi, Ainesh, Kothari, Pravesh, Rajendran, Goutham, Tulsiani, Madhur, Vijayaraghavan, Aravindan

Table of Contents: “… 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 by Shi, Ruizhe, Chen, Yifang, Hu, Yushi, Liu, Alisa, Hajishirzi, Hannaneh, Smith, Noah A., Du, Simon S.

Table of Contents: “…-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 by Vittal, Suhas, Javadi-Abhari, Ali, Cross, Andrew W., Bishop, Lev S., Qureshi, Moinuddin

Table of Contents: “… 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 by Simakov, Ilya. A., Besedin, Ilya. S.

Table of Contents: “… 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 by Haymaker, Kathryn, McMillon, Emily

Table of Contents: “… 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 by Paniv, Yurii, Chaplynskyi, Dmytro, Trynus, Nikita, Kyrylov, Volodymyr

Table of Contents: “… 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 by Pei, Alexander

Table of Contents: “… 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 by Hidaka, Keita, Abdelhadi, Dina, Urbanke, Ruediger

Table of Contents: “…, 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 by Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Table of Contents: “…), 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 by Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Table of Contents: “… 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 by Zhang, Yanfeng, Fan, Xi'an, Zhu, Xu, Zheng, Jinkai, Liang, Hui, Yang, Weiwei, Luan, Tom H.

Table of Contents: “… 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 by Vankov, Daniil, Ivkin, Nikita, Ulrich, Kyle, Song, Xiang, Khetan, Ashish, Karypis, George

Table of Contents: “… 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 by Miyamoto, Sora, Oba, Daisuke, Okazaki, Naoaki

Table of Contents: “…), 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 by Srinivasavaradhan, Sundara Rajan, Gopi, Sivakanth, Pfister, Henry D., Yekhanin, Sergey

Table of Contents: “…-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 by Mohammadkarimi, Mostafa, Ardakani, Masoud

Table of Contents: “…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 by Chen, Chin-Hung, Nikoloska, Ivana, van Houtum, Wim, Wu, Yan, Alvarado, Alex

Table of Contents: “… 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 by Bernal, José Joaquín, Simón, Juan Jacobo

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