Resultados de búsqueda - encoding ((algorithmssicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

Observations Meet Actions: Learning Control-Sufficient Representations for Robust Policy Generalization por Gu, Yuliang, Cao, Hongpeng, Caccamo, Marco, Hovakimyan, Naira

Tabla de Contenidos: “…), an algorithm that places a variational information-bottleneck encoder in front of any off-policy policy learner…”
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Enlarging the GKP stabilizer group for enhanced noise protection por Pelletier, Jonathan, Royer, Baptiste

Tabla de Contenidos: “… quantum information against decoherence. Promising examples of such bosonic encodings are the Gottesman…”
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Extension of the Jordan-Wigner mapping to nonorthogonal spin orbitals for quantum computing application to valence bond approaches por Marruzzo, Alessia, Casalegno, Mosè, Macchi, Piero, Mascherpa, Fabio, Tirri, Bernardino, Raos, Guido, Genoni, Alessandro

Tabla de Contenidos: “… the development of chemically interpretable and computationally feasible valence bond algorithms on near-term…”
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Bacterial Gene Regulatory Neural Network as a Biocomputing Library of Mathematical Solvers por Ratwatte, Adrian, Somathilaka, Samitha, Cao, Thanh, Li, Xu, Balasubramaniam, Sasitharan

Tabla de Contenidos: “… biocomputing library of mathematical solvers. We introduce a sub-GRNN search algorithm that identifies…”
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HattriQ: Designing Integrated Gradients for Feature Attribution in Quantum Machine Learning por DiBrita, Nicholas S., Han, Jason, Cho, Younghyun, Luo, Hengrui, Patel, Tirthak

Tabla de Contenidos: “…Quantum machine learning (QML) algorithms have demonstrated early promise across hardware platforms…”
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ACS-SegNet: An Attention-Based CNN-SegFormer Segmentation Network for Tissue Segmentation in Histopathology por Torbati, Nima, Meshcheryakova, Anastasia, Woitek, Ramona, Mechtcheriakova, Diana, Mahbod, Amirreza

Tabla de Contenidos: “… of various diseases. Among developed algorithms, deep learning-based approaches have demonstrated excellent…”
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Diabetes Lifestyle Medicine Treatment Assistance Using Reinforcement Learning por Tang, Yuhan

Tabla de Contenidos: “… of 119,555 participants by minimizing the Magni glucose risk-reward function. The model encodes patient…”
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QIBONN: A Quantum-Inspired Bilevel Optimizer for Neural Networks on Tabular Classification por Chumpitaz-Flores, Pedro, Duong, My, Mao, Ying, Hua, Kaixun

Tabla de Contenidos: “… framework that encodes feature selection, architectural hyperparameters, and regularization in a unified…”
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Pruning AMR: Efficient Visualization of Implicit Neural Representations via Weight Matrix Analysis por Zvonek, Jennifer, Gillette, Andrew

Tabla de Contenidos: “… PruningAMR, an algorithm that builds a mesh with resolution adapted to geometric features encoded by the INR…”
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Mapping Space Exploration for Multi-Chiplet Accelerators Targeting LLM Inference Serving Workloads por Li, Boyu, Zhu, Zongwei, Xiong, Yi, Cao, Qianyue, Geng, Jiawei, Zhang, Xiaonan, Li, Xi

Tabla de Contenidos: “…. To bridge this gap, we first propose a computation execution graph-based mapping encoding scheme…”
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Quadratic Continuous Quantum Optimization por Mücke, Sascha, Gerlach, Thore, Piatkowski, Nico

Tabla de Contenidos: “… Optimization (QCQO), an anytime algorithm that approximates solutions to unconstrained quadratic programs via a…”
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A Quantum Model for Constrained Markowitz Modern Portfolio Using Slack Variables to Process Mixed-Binary Optimization under QAOA por Thomassin, Pablo, Guerard, Guillaume, Djebali, Sonia, Lambert, Vincent Marc

Tabla de Contenidos: “…Effectively encoding inequality constraints is a primary obstacle in applying quantum algorithms…”
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Peek2: Regex-free Byte-level Byte-Pair Encoding Pretokenizer for LLM Inference on Edge Devices por Zai, Liu, Klampanos, Iraklis

Tabla de Contenidos: “… algorithm with linear time complexity and constant, trivial memory usage, suited for edge scenarios. Test…”
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A tensor network formalism for neuro-symbolic AI por Goessmann, Alex, Schütte, Janina, Fröhlich, Maximilian, Eigel, Martin

Tabla de Contenidos: “… originating in the different approaches in tensor decompositions. In particular, we describe a basis encoding…”
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Feedback-Based Quantum Control for Safe and Synergistic Drug Combination Design por Nhi, Mai Nguyen Phuong, Tran, Lan Nguyen, Ho, Le Bin

Tabla de Contenidos: “…, in which known harmful and synergistic interactions are encoded into Ising Hamiltonians as penalties…”
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Circuit Representations of Random Forests with Applications to XAI por Ji, Chunxi, Darwiche, Adnan

Tabla de Contenidos: “… forest classifier into a set of circuits, where each circuit directly encodes the instances in some class…”
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SegSEM: Enabling and Enhancing SAM2 for SEM Contour Extraction por Chen, Da, Hu, Guangyu, Xu, Kaihong, Liang, Kaichao, Li, Songjiang, Yang, Wei, Wen, XiangYu, Yuan, Mingxuan

Tabla de Contenidos: “… by selectively training only the model's encoders, and a robust hybrid architecture integrating a traditional…”
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A matching decoder for bivariate bicycle codes por Sahay, Kaavya, Williamson, Dominic J., Brown, Benjamin J.

Tabla de Contenidos: “…The discovery of new quantum error-correcting codes that encode several logical qubits…”
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How Fair is Software Fairness Testing? por Barcomb, Ann, Bento, Mariana Pinheiro, Destefanis, Giuseppe, Licorish, Sherlock, Magalhães, Cleyton, Santos, Ronnie de Souza, Wessel, Mairieli

Tabla de Contenidos: “… as culturally situated and examines the problem across three dimensions. First, fairness metrics encode…”
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Breaking Data Symmetry is Needed For Generalization in Feature Learning Kernels por Bernal, Marcel Tomàs, Mallinar, Neil Rohit, Belkin, Mikhail

Tabla de Contenidos: “… of feature learning kernels via the Recursive Feature Machine (RFM) algorithm (Radhakrishnan et al., 2024…”
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