Suchergebnisse - decoding (Algorithms OR (algorithmicsics OR algorithmssics))

Diverse Transformer Decoding for Offline Reinforcement Learning Using Financial Algorithmic Approaches von Elbaz, Dan, Salzman, Oren

Inhaltsangabe: “… ), an approximate inference algorithm, is the go-to decoding method. Offline RL eliminates the need for costly …”
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Decoding Algorithms for Two-dimensional Constacyclic Codes over $\mathbb{F}_q$ von Sagar, Vidya, Patel, Shikha, Garani, Shayan Srinivasa

Inhaltsangabe: “… present an algorithm to detect the location of 2-D errors. Further, we also propose decoding algorithms …”
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A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers von Huang, Chenyang, Zhou, Hao, Jen, Cameron, Zheng, Kangjie, Zaïane, Osmar R., Mou, Lili

Inhaltsangabe: “… decoding algorithm based on the Directed Acyclic Transformer (DAT). Our approach allows for multiple …”
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PAC Code Rate-Profile Design Using Search-Constrained Optimization Algorithms von Moradi, Mohsen, Mitchell, David G. M.

Inhaltsangabe: “… (sequential) decoding. The results demonstrate that the resulting PAC code offers much reduced computational …”
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A Gate-Based Quantum Genetic Algorithm for Real-Valued Global Optimization von Souza, Leandro C., Dardenne, Laurent E., Portugal, Renato

Inhaltsangabe: “… We propose a gate-based Quantum Genetic Algorithm (QGA) for real-valued global optimization …”
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A new approach to the Berlekamp-Massey-Sakata Algorithm. Improving Locator Decoding von Bernal, José Joaquín, Simón, Juan Jacobo

Inhaltsangabe: “… locator decoding in abelian codes.  …”
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Modified Baum-Welch Algorithm for Joint Blind Channel Estimation and Turbo Equalization von Chen, Chin-Hung, Karanov, Boris, Nikoloska, Ivana, van Houtum, Wim, Wu, Yan, Alvarado, Alex

Inhaltsangabe: “… -equalization system by exploiting the extrinsic information produced by the turbo decoder to refine the BW …”
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Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory von Li, Quanjiang, Liu, Zhiming, Luo, Wei, Luo, Tingjin, Hou, Chenping

Inhaltsangabe: “… of attention to image tokens during decoding. We further provide theoretical insights that attention dispersion …”
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From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models von Welleck, Sean, Bertsch, Amanda, Finlayson, Matthew, Schoelkopf, Hailey, Xie, Alex, Neubig, Graham, Kulikov, Ilia, Harchaoui, Zaid

Inhaltsangabe: “… -generation algorithms, and efficient generation. Token-level generation algorithms, often called decoding …”
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Position: LLM Serving Needs Mathematical Optimization and Algorithmic Foundations, Not Just Heuristics von Zhou, Zijie

Inhaltsangabe: “… --dynamically growing KV cache memory, prefill-decode phase asymmetry, unknown output lengths, and continuous …”
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To Distill or Decide? Understanding the Algorithmic Trade-off in Partially Observable Reinforcement Learning von Song, Yuda, Rohatgi, Dhruv, Singh, Aarti, Bagnell, J. Andrew

Inhaltsangabe: “… on the stochasticity of the latent dynamics, as theoretically predicted by contrasting approximate decodability …”
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HFX: Joint Design of Algorithms and Systems for Multi-SLO Serving and Fast Scaling von Yousefijamarani, Zahra, Wang, Xinglu, Wang, Qian, Heisler, Morgan Lindsay, Shabani, Taha, Gholipour, Niloofar, Yassini, Parham, Chang, Hong, Chen, Kan, Zhang, Qiantao, Bai, Xiaolong, Wang, Jiannan, Xiong, Ying, Zhang, Yong, Fan, Zhenan

Inhaltsangabe: “… and disaggregated prefill/decode deployments, enabling adaptation to diverse workload patterns and cloud …”
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Represented Is Not Computed: A Causal Test of Candidate Algorithmic Intermediates in a Transformer von Darade, Ishita, Thorat, Sushrut

Inhaltsangabe: “… competence. Linear probes decode the intermediates, making staged arithmetic computation plausible. Causal …”
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D-Rex: Heterogeneity-Aware Reliability Framework and Adaptive Algorithms for Distributed Storage von Gonthier, Maxime, Sanchez-Gallegos, Dante D., Pan, Haochen, Nicolae, Bogdan, Zhou, Sicheng, Nguyen, Hai Duc, Hayot-Sasson, Valerie, Pauloski, J. Gregory, Carretero, Jesus, Chard, Kyle, Foster, Ian

Inhaltsangabe: “… nodes, aiming to store as much data as possible, minimize encoding and decoding time, and meeting user …”
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Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms von Trabelsi, Firas, Vilar, David, Finkelstein, Mara, Freitag, Markus

Inhaltsangabe: “… Minimum Bayes Risk (MBR) decoding is a powerful decoding strategy widely used for text generation …”
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BBF! Symbolic Descent and the Genetic Code of Numbers von Huber, Karl

Inhaltsangabe: “… and enabling precise symbolic decoding.</p> <p>The paper demonstrates how BBF! compresses …”
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Bio-Adaptive Quantum Error Correction: Immune-Inspired Priors Enable 22–65% Overhead Reduction in Surface-Code Decoding von Chuck, Crawley, Robinson, Jorel, Ndenga, Barack

Inhaltsangabe: “… quantum-error-correction decoder explicitly inspired by biological immune-system architecture. BA-QEC …”
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On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms von Trauger, Jacob, Tewari, Ambuj

Inhaltsangabe: “… no polynomial-time algorithm is optimal for all probability distributions and all decoding algorithms studied …”
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Improved Quantum Approximate Optimization Algorithm for Low‐Density Parity‐Check Channel Decoding von Han Zeng, Fanxu Meng, Tian Luan, Xutao Yu, Zaichen Zhang

Inhaltsangabe: “… Improved Quantum Approximate Optimization Algorithm for Low‐Density Parity‐Check Channel Decoding …”
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QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design von Schneider, Benjamin, Jiang, Dongfu, Du, Chao, Pang, Tianyu, Chen, Wenhu

Inhaltsangabe: “… ) sequential video decoding, the process of converting the raw bit stream to RGB frames can take up to a minute …”
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