Risultati della ricerca - decoding (algorithmicsic OR ((Algorithms OR algorithmics) OR (algorithmics OR algorithmics)))

Theoretical limitations of multi-layer Transformer di Chen, Lijie, Peng, Binghui, Wu, Hongxun

Sommario: “...Transformers, especially the decoder-only variants, are the backbone of most modern large language...”
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Parallel Sampling via Autospeculation di Anari, Nima, Baronio, Carlo, Chen, CJ, Haqi, Alireza, Koehler, Frederic, Li, Anqi, Vuong, Thuy-Duong

Sommario: “...We present parallel algorithms to accelerate sampling via counting in two settings: any-order...”
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Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset di Geirnaert, Simon, Rotaru, Iustina, Francart, Tom, Bertrand, Alexander

Sommario: “... to reveal gaze-related shortcuts in existing spatial AAD algorithms that aim to decode the (direction...”
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Explicit Lossless Vertex Expanders di Hsieh, Jun-Ting, Lubotzky, Alexander, Mohanty, Sidhanth, Reiner, Assaf, Zhang, Rachel Yun

Sommario: “... codes of Lin and M. Hsieh with a linear time decoding algorithm. Our construction is based on taking...”
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Construction of observable and MDP convolutional codes with good decodable properties for erasure channels by I/S/O representations di DeCastro-García, Noemí, Carriegos, Miguel V., Castañeda, Ángel Luis Muñoz

Sommario: “... performance with the available decoding algorithms for erasure channels. Our construction is based on the use...”
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Mixtures of Gaussians are Privately Learnable with a Polynomial Number of Samples di Afzali, Mohammad, Ashtiani, Hassan, Liaw, Christopher

Sommario: “... (such as Gaussians) is (1) list decodable and (2) admits a "locally small'' cover (Bun et al., 2021) with respect...”
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Undirected Multicast Network Coding Gaps via Locally Decodable Codes di Braverman, Mark, He, Zhongtian

Sommario: “...)$ on the gap. Our main technical contribution is a new reduction that converts locally-decodable codes...”
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HashEvict: A Pre-Attention KV Cache Eviction Strategy using Locality-Sensitive Hashing di Liu, Minghui, Rabbani, Tahseen, O'Halloran, Tony, Sankaralingam, Ananth, Hartley, Mary-Anne, Huang, Furong, Fermüller, Cornelia, Aloimonos, Yiannis

Sommario: “... significant GPU memory. In this work, we introduce HashEvict, an algorithm that uses locality-sensitive...”
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Quantum Viterbi Algorithm di Accardi, Luigi, Souissi, Abdessatar, Soueidi, El Gheteb, Mukhamedov, Farrukh, Rhaima, Mohamed

Sommario: “...We introduce a quantum Viterbi decoding algorithm for hidden quantum Markov models (HQMMs...”
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Decoded Quantum Interferometry Requires Structure di Anschuetz, Eric R., Gamarnik, David, Lu, Jonathan Z.

Sommario: “... check matrices. We prove that if the decoding step of DQI corrects up to the folklore efficient decoding...”
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Instruction set for the representation of graphs di Lopez-Rubio, Ezequiel, Pascual-Gonzalez, Mario

Sommario: “... into the graph. A key design property is that every string over the alphabet decodes to a valid graph...”
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The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding di Wei, Xiaoxi, Narayan, Jyotindra, Faisal, A. Aldo

Sommario: “...Machine learning has enhanced the performance of decoding signals indicating human behaviour. EEG...”
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Decoding Algorithms for Tensor Codes di Byrne, Eimear, Couvreur, Alain, François, Lucien

Sommario: “... was introduced by Roth, who also outlined a decoding algorithm for low tensor-rank errors that can be generalised...”
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Pseudoredundancy for the Bit-Flipping Algorithm di Zumbrägel, Jens

Sommario: “...The analysis of the decoding failure rate of the bit-flipping algorithm has received increasing...”
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An Algorithm Board in Neural Decoding di Feng, Jingyi, Yang, Kai

Sommario: “...Understanding the mechanisms of neural encoding and decoding has always been a highly interesting...”
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Low-depth random Clifford circuits for quantum coding against Pauli noise using a tensor-network decoder di Darmawan, Andrew S., Nakata, Yoshifumi, Tamiya, Shiro, Yamasaki, Hayata

Sommario: “.... This analysis is made possible with our development of a tensor-network maximum-likelihood decoding algorithm...”
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Outlier‐resistant state estimation for complex networks with random false data injection attacks under encoding–decoding mechanism di Yufeng Liu, Jun Hu, Chaoqing Jia, Cai Chen, Kun Chi

Sommario: “... under encoding–decoding mechanism Yufeng Liu Jun Hu Chaoqing Jia Cai Chen Kun Chi International Journal...”
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Towards Effective and Efficient Non-autoregressive decoders for Conformer and LLM-based ASR using Block-based Attention Mask di Wang, Tianzi, Xie, Xurong, Jin, Zengrui, Geng, Mengzhe, Deng, Jiajun, Li, Zhaoqing, Hu, Shoukang, Hu, Shujie, Li, Guinan, Cui, Mingyu, Meng, Helen, Liu, Xunying

Sommario: “...Automatic speech recognition (ASR) systems often rely on autoregressive (AR) Transformer decoder...”
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Neural Decoders for Universal Quantum Algorithms di Ataides, J. Pablo Bonilla, Gu, Andi, Yelin, Susanne F., Lukin, Mikhail D.

Sommario: “... for quantum memory, their use in algorithmic decoding - where logical gates create complex error correlations...”
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Algorithmizing the Multiplicity Schwartz-Zippel Lemma di Bhandari, Siddharth, Harsha, Prahladh, Kumar, Mrinal, Shankar, Ashutosh

Sommario: “... an efficient algorithm for unique decoding of multivariate multiplicity codes from half their minimum distance...”
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