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

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

Sommario: “...), 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 di Pelletier, Jonathan, Royer, Baptiste

Sommario: “... 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 di Marruzzo, Alessia, Casalegno, Mosè, Macchi, Piero, Mascherpa, Fabio, Tirri, Bernardino, Raos, Guido, Genoni, Alessandro

Sommario: “... 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 di Ratwatte, Adrian, Somathilaka, Samitha, Cao, Thanh, Li, Xu, Balasubramaniam, Sasitharan

Sommario: “... 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 di DiBrita, Nicholas S., Han, Jason, Cho, Younghyun, Luo, Hengrui, Patel, Tirthak

Sommario: “...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 di Torbati, Nima, Meshcheryakova, Anastasia, Woitek, Ramona, Mechtcheriakova, Diana, Mahbod, Amirreza

Sommario: “... 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 di Tang, Yuhan

Sommario: “... 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 di Chumpitaz-Flores, Pedro, Duong, My, Mao, Ying, Hua, Kaixun

Sommario: “... 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 di Zvonek, Jennifer, Gillette, Andrew

Sommario: “... 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 di Li, Boyu, Zhu, Zongwei, Xiong, Yi, Cao, Qianyue, Geng, Jiawei, Zhang, Xiaonan, Li, Xi

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

Sommario: “... 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 di Thomassin, Pablo, Guerard, Guillaume, Djebali, Sonia, Lambert, Vincent Marc

Sommario: “...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 di Zai, Liu, Klampanos, Iraklis

Sommario: “... 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 di Goessmann, Alex, Schütte, Janina, Fröhlich, Maximilian, Eigel, Martin

Sommario: “... 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 di Nhi, Mai Nguyen Phuong, Tran, Lan Nguyen, Ho, Le Bin

Sommario: “..., 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 di Ji, Chunxi, Darwiche, Adnan

Sommario: “... 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 di Chen, Da, Hu, Guangyu, Xu, Kaihong, Liang, Kaichao, Li, Songjiang, Yang, Wei, Wen, XiangYu, Yuan, Mingxuan

Sommario: “... 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 di Sahay, Kaavya, Williamson, Dominic J., Brown, Benjamin J.

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

Sommario: “... 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 di Bernal, Marcel Tomàs, Mallinar, Neil Rohit, Belkin, Mikhail

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