Résultats de la recherche - encoding (algorithmics OR (algorithm OR (Algorithmsssics OR (algorithm OR algorithm))))

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

Table des matières: “…), 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 par Pelletier, Jonathan, Royer, Baptiste

Table des matières: “… 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 par Marruzzo, Alessia, Casalegno, Mosè, Macchi, Piero, Mascherpa, Fabio, Tirri, Bernardino, Raos, Guido, Genoni, Alessandro

Table des matières: “… 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 par Ratwatte, Adrian, Somathilaka, Samitha, Cao, Thanh, Li, Xu, Balasubramaniam, Sasitharan

Table des matières: “… 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 par DiBrita, Nicholas S., Han, Jason, Cho, Younghyun, Luo, Hengrui, Patel, Tirthak

Table des matières: “…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 par Torbati, Nima, Meshcheryakova, Anastasia, Woitek, Ramona, Mechtcheriakova, Diana, Mahbod, Amirreza

Table des matières: “… 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 par Tang, Yuhan

Table des matières: “… 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 par Chumpitaz-Flores, Pedro, Duong, My, Mao, Ying, Hua, Kaixun

Table des matières: “… 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 par Zvonek, Jennifer, Gillette, Andrew

Table des matières: “… 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 par Li, Boyu, Zhu, Zongwei, Xiong, Yi, Cao, Qianyue, Geng, Jiawei, Zhang, Xiaonan, Li, Xi

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

Table des matières: “… 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 par Thomassin, Pablo, Guerard, Guillaume, Djebali, Sonia, Lambert, Vincent Marc

Table des matières: “…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 par Zai, Liu, Klampanos, Iraklis

Table des matières: “… 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 par Goessmann, Alex, Schütte, Janina, Fröhlich, Maximilian, Eigel, Martin

Table des matières: “… 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 par Nhi, Mai Nguyen Phuong, Tran, Lan Nguyen, Ho, Le Bin

Table des matières: “…, 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 par Ji, Chunxi, Darwiche, Adnan

Table des matières: “… 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 par Chen, Da, Hu, Guangyu, Xu, Kaihong, Liang, Kaichao, Li, Songjiang, Yang, Wei, Wen, XiangYu, Yuan, Mingxuan

Table des matières: “… 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 par Sahay, Kaavya, Williamson, Dominic J., Brown, Benjamin J.

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

Table des matières: “… 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 par Bernal, Marcel Tomàs, Mallinar, Neil Rohit, Belkin, Mikhail

Table des matières: “… of feature learning kernels via the Recursive Feature Machine (RFM) algorithm (Radhakrishnan et al., 2024…”
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