Risultati della ricerca - encoding ((algorithmicsicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

Basis-to-Basis Operator Learning Using Function Encoders di Ingebrand, Tyler, Thorpe, Adam J., Goswami, Somdatta, Kumar, Krishna, Topcu, Ufuk

Sommario: “... between function encoders and functional analysis, we derive operator learning algorithms...”
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Can GNNs Learn Link Heuristics? A Concise Review and Evaluation of Link Prediction Methods di Liang, Shuming, Ding, Yu, Li, Zhidong, Liang, Bin, Zhang, Siqi, Wang, Yang, Chen, Fang

Sommario: “... state of each link sample could be encoded into the embeddings of nodes that are involved...”
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NeoHebbian Synapses to Accelerate Online Training of Neuromorphic Hardware di Pande, Shubham, Bezugam, Sai Sukruth, Bhattacharya, Tinish, Wlazlak, Ewelina, Chakaravorty, Anjan, Chakrabarti, Bhaswar, Strukov, Dmitri

Sommario: “..." that dictates synaptic weight updates. The coupling weight is encoded in the ReRAM conductance, while...”
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Retrofitting Large Language Models with Dynamic Tokenization di Feher, Darius, Vulić, Ivan, Minixhofer, Benjamin

Sommario: “... algorithm inspired by byte-pair encoding. We merge frequent subword sequences in a batch, then apply a pre...”
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Experimental Machine Learning with Classical and Quantum Data via NMR Quantum Kernels di Sabarad, Vivek, Varma, Vishal, Mahesh, T. S.

Sommario: “...Kernel methods map data into high-dimensional spaces, enabling linear algorithms to learn nonlinear...”
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Quantum signal processing without angle finding di Alase, Abhijeet

Sommario: “...Quantum signal processing (QSP) has emerged as a unifying subroutine in quantum algorithms. In QSP...”
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Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling di Wang, Zhenghua, Ding, Yiran, Lv, Changze, Xu, Zhibo, Li, Tianlong, Shi, Tianyuan, Zheng, Xiaoqing, Huang, Xuanjing

Sommario: “..., we propose a layer-specific positional encoding scaling method that assigns distinct scaling factors...”
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Near-Term Fermionic Simulation with Subspace Noise Tailored Quantum Error Mitigation di Papič, Miha, Algaba, Manuel G., Godinez-Ramirez, Emiliano, de Vega, Inés, Auer, Adrian, Šimkovic IV, Fedor, Calzona, Alessio

Sommario: “... information from quantum devices. Here, we introduce the Subspace Noise Tailoring (SNT) algorithm, which...”
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Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs di Mao, Yu, Li, Jingzong, Wang, Jun, Xu, Hong, Kuo, Tei-Wei, Guan, Nan, Xue, Chun Jason

Sommario: “... encoding and model switching overhead on the edge. Easz utilizes a patch-erase algorithm to selectively...”
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SAR-GTR: Attributed Scattering Information Guided SAR Graph Transformer Recognition Algorithm di Xiong, Xuying, Zhang, Xinyu, Jiang, Weidong, Liu, Li, Liu, Yongxiang, Liu, Tianpeng

Sommario: “..., the GTR constructs a hierarchical topology-aware system through global node encoding and edge position...”
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Unfolding Boxes with Local Constraints di Qian, Long, Wang, Eric, Subercaseaux, Bernardo, Heule, Marijn J. H.

Sommario: “... algorithms, and decision diagrams, none has been able to perform at scale. We argue that existing SAT...”
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A Quantum Platform for Multiomics Data di Kubal, Michael, Johri, Sonika

Sommario: “... data to \underline{encode} into a quantum state, provably efficient training algorithms to \underline...”
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An Explicit Formula for Vertex Enumeration in the CUT(n) Polytope via Probabilistic Methods di Marić, Nevena

Sommario: “... as the starting point of this work. Our approach constructs the vertex set recursively via a binary encoding...”
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Privacy-Preserving Fusion for Multi-Sensor Systems Under Multiple Packet Dropouts di Huang, Jie, Liu, Jason J. R., He, Xiao

Sommario: “... encoding-based privacy-preserving mechanism (PPM) within a control-theoretic framework, ensuring data...”
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Uncovering the EEG Temporal Representation of Low-dimensional Object Properties di Tang, Jiahua, Wang, Song, Zou, Jiachen, Wei, Chen, Liu, Quanying

Sommario: “...Understanding how the human brain encodes and processes external visual stimuli has been a...”
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Improving ASP-based ORS Schedules through Machine Learning Predictions di Bruno, Pierangela, Dodaro, Carmine, Galatà, Giuseppe, Maratea, Marco, Mochi, Marco

Sommario: “... currently only verify whether the encoding aligns with the actual data and, at most, suggest alternative...”
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MOCA-HESP: Meta High-dimensional Bayesian Optimization for Combinatorial and Mixed Spaces via Hyper-ellipsoid Partitioning di Ngo, Lam, Ha, Huong, Chan, Jeffrey, Zhang, Hongyu

Sommario: “... is to leverage the hyper-ellipsoid space partitioning (HESP) technique with different categorical encoders...”
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Optimal quantum simulation of linear non-unitary dynamics di Low, Guang Hao, Somma, Rolando D.

Sommario: “...We present a quantum algorithm for simulating the time evolution generated by any bounded, time...”
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Nova: Real-Time Agentic Vision-Language Model Serving with Adaptive Cross-Stage Parallelization di Xu, Yuhang, Liu, Shengzhong, Zhang, Dong, Yan, Bingheng, Wu, Fan, Chen, Guihai

Sommario: “.... Our design begins by enabling effective pipelining across vision encode, LLM prefill, and LLM decode...”
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Structure-Aware Cooperative Ensemble Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models di Zhao, Jie, Cheong, Kang Hao

Sommario: “...Evolutionary algorithms (EAs) have proven effective in exploring the vast solution spaces typical...”
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