Search Results - encoding (Algorithmsssssicsics OR (algorithm OR ((algorithm OR algorithm) OR algorithm)))

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

Table of Contents: “… 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 by Hao, Kairui, Bilionis, Ilias

Table of Contents: “… 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 by Steck, James E., Behrman, Elizabeth C.

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

Table of Contents: “… 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 by Mehta, Sonu, Mohan, Jayashree, Natarajan, Nagarajan, Ramjee, Ramachandran, Varma, Manik

Table of Contents: “… 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 by Milocco, Riccardo, Jansen, Fabian, Garlaschelli, Diego

Table of Contents: “…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 by Carvalho, J., Le, A., Kicki, P., Koert, D., Peters, J.

Table of Contents: “…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 by Wu, Zechen, Greenwald, Amy, Parr, Ronald

Table of Contents: “… 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 by Vijendran, V, Koh, Dax Enshan, Bae, Eunok, Kwon, Hyukjoon, Lam, Ping Koy, Assad, Syed M

Table of Contents: “…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 by Huang, Yuhao, Chang, Ao, Dou, Haoran, Tao, Xing, Zhou, Xinrui, Cao, Yan, Huang, Ruobing, Frangi, Alejandro F, Bao, Lingyun, Yang, Xin, Ni, Dong

Table of Contents: “… 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 by Smith, Genevieve

Table of Contents: “… 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 by Schmidbauer, Lukas, Riofrío, Carlos A., Heinrich, Florian, Junk, Vanessa, Schwenk, Ulrich, Husslein, Thomas, Mauerer, Wolfgang

Table of Contents: “… 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 by Pijan, Bizhan Alipour, Bozdag, Serdar

Table of Contents: “…-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 by Sadeghkhani, Sajad, Boroujeni, Maryam Karimi, Dajani, Hilmi R., Seydnejad, Saeid R., Giguère, Christian

Table of Contents: “…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 by Yu, Ziqiao, Sun, Pengfei, Akarca, Danyal, Goodman, Dan F. M.

Table of Contents: “…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 by Qing, Huan

Table of Contents: “… 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 by Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Table of Contents: “… 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 by Dsouza, Kevin Bradley, Watt, Graham Alexander, Leonenko, Yuri, Moreno-Cruz, Juan

Table of Contents: “…, 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 by Shen, Zeyu, Imana, Basileal, Wu, Tong, Xiang, Chong, Mittal, Prateek, Korolova, Aleksandra

Table of Contents: “… 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 by Wang, Yinjian, Li, Wei, Gui, Yuanyuan, Vivone, Gemine

Table of Contents: “… as the spatial tensor encoding the high-order spatial low-rankness and smoothness priors, which are co-modeled…”
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