Resultados de búsqueda - encoding (algorithmics OR (algorithm OR (Algorithmssssics OR (algorithm OR algorithm))))

Exploiting the equivalence between quantum neural networks and perceptrons por Mingard, Chris, Pointing, Jessica, London, Charles, Nam, Yoonsoo, Louis, Ard A.

Tabla de Contenidos: “… algorithms. For example, a QNN with amplitude encoding cannot express the Boolean parity function for $n\geq…”
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Neural information field filter por Hao, Kairui, Bilionis, Ilias

Tabla de Contenidos: “… Fourier encoding fully connected neural network residual function. The residual function aims to correct…”
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A quantum GAN for entanglement detection and image classification por Steck, James E., Behrman, Elizabeth C.

Tabla de Contenidos: “…Machine learning can be used as a systematic method to non-algorithmically program quantum…”
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Flag Proxy Networks: Tackling the Architectural, Scheduling, and Decoding Obstacles of Quantum LDPC codes por Vittal, Suhas, Javadi-Abhari, Ali, Cross, Andrew W., Bishop, Lev S., Qureshi, Moinuddin

Tabla de Contenidos: “… of its relative simplicity. However, encoding a singular logical qubit with the planar surface code…”
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ASTRA: Accurate and Scalable ANNS-based Training of Extreme Classifiers por Mehta, Sonu, Mohan, Jayashree, Natarajan, Nagarajan, Ramjee, Ramachandran, Varma, Manik

Tabla de Contenidos: “… is to embed the queries (and labels) using a deep encoder (e.g. DistilBERT), and use linear classifiers on top…”
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Multi-Scale Node Embeddings for Graph Modeling and Generation por Milocco, Riccardo, Jansen, Fabian, Garlaschelli, Diego

Tabla de Contenidos: “…Lying at the interface between Network Science and Machine Learning, node embedding algorithms take…”
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Motion Planning Diffusion: Learning and Adapting Robot Motion Planning with Diffusion Models por Carvalho, J., Le, A., Kicki, P., Koert, D., Peters, J.

Tabla de Contenidos: “…The performance of optimization-based robot motion planning algorithms is highly dependent…”
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A Unifying View of Linear Function Approximation in Off-Policy RL Through Matrix Splitting and Preconditioning por Wu, Zechen, Greenwald, Amy, Parr, Ronald

Tabla de Contenidos: “… for each algorithm, without relying on assumptions about the features (e.g., linear independence). We also…”
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Near-Optimal Parameter Tuning of Level-1 QAOA for Ising Models por Vijendran, V, Koh, Dax Enshan, Bae, Eunok, Kwon, Hyukjoon, Lam, Ping Koy, Assad, Syed M

Tabla de Contenidos: “…The Quantum Approximate Optimisation Algorithm (QAOA) is a hybrid quantum-classical algorithm…”
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Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound por Huang, Yuhao, Chang, Ao, Dou, Haoran, Tao, Xing, Zhou, Xinrui, Cao, Yan, Huang, Ruobing, Frangi, Alejandro F, Bao, Lingyun, Yang, Xin, Ni, Dong

Tabla de Contenidos: “… algorithms. In this study, we introduce a novel multi-agent reinforcement learning-based WSS framework called…”
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Mindsets and Management: AI and Gender (In)Equitable Access to Finance por Smith, Genevieve

Tabla de Contenidos: “… of encoded gender norms, whereby without explicit attention to the gendered nature of data and algorithmic…”
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Path Matters: Industrial Data Meet Quantum Optimization por Schmidbauer, Lukas, Riofrío, Carlos A., Heinrich, Florian, Junk, Vanessa, Schwenk, Ulrich, Husslein, Thomas, Mauerer, Wolfgang

Tabla de Contenidos: “… large. Each step introduces free parameters, such as Lagrange multipliers, encoding strategies, slack…”
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DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update por Pijan, Bizhan Alipour, Bozdag, Serdar

Tabla de Contenidos: “…-based methods. Then, they utilize sequence-based models (e.g., transformers) to encode the temporal…”
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A Robust Method for Pitch Tracking in the Frequency Following Response using Harmonic Amplitude Summation Filterbank por Sadeghkhani, Sajad, Boroujeni, Maryam Karimi, Dajani, Hilmi R., Seydnejad, Saeid R., Giguère, Christian

Tabla de Contenidos: “…The Frequency Following Response (FFR) reflects the brain's neural encoding of auditory stimuli…”
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Beyond Rate Coding: Surrogate Gradients Enable Spike Timing Learning in Spiking Neural Networks por Yu, Ziqiao, Sun, Pengfei, Akarca, Danyal, Goodman, Dan F. M.

Tabla de Contenidos: “…The surrogate gradient descent algorithm enabled spiking neural networks to be trained to carry out…”
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Joint estimation of asymmetric community numbers in directed networks por Qing, Huan

Tabla de Contenidos: “… networks, directed networks encode inherently asymmetric relationships, giving rise to sender and receiver…”
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Deep Reinforcement Learning for Drone Route Optimization in Post-Disaster Road Assessment por Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Tabla de Contenidos: “… for algorithm design, making them unsuitable for time-sensitive disaster scenarios. This study proposes…”
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Structuring Collective Action with LLM-Guided Evolution: From Ill-Structured Problems to Executable Heuristics por Dsouza, Kevin Bradley, Watt, Graham Alexander, Leonenko, Yuri, Moreno-Cruz, Juan

Tabla de Contenidos: “…, clear algorithm can bridge micro-level choices with macro-level welfare. We present ECHO-MIMIC, a…”
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ReliabilityRAG: Effective and Provably Robust Defense for RAG-based Web-Search por Shen, Zeyu, Imana, Basileal, Wu, Tong, Xiang, Chong, Mittal, Prateek, Korolova, Aleksandra

Tabla de Contenidos: “… setting for studying and protecting against such threats, as defense algorithms can benefit from built…”
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Compact Multi-level-prior Tensor Representation for Hyperspectral Image Super-resolution por Wang, Yinjian, Li, Wei, Gui, Yuanyuan, Vivone, Gemine

Tabla de Contenidos: “… as the spatial tensor encoding the high-order spatial low-rankness and smoothness priors, which are co-modeled…”
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