Search Results - encoding (algorithmics OR (algorithm OR (Algorithmssssics OR (algorithm OR algorithm))))

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

Table of Contents: “…), 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 by Pelletier, Jonathan, Royer, Baptiste

Table of Contents: “… 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 by Marruzzo, Alessia, Casalegno, Mosè, Macchi, Piero, Mascherpa, Fabio, Tirri, Bernardino, Raos, Guido, Genoni, Alessandro

Table of Contents: “… 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 by Ratwatte, Adrian, Somathilaka, Samitha, Cao, Thanh, Li, Xu, Balasubramaniam, Sasitharan

Table of Contents: “… 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 by DiBrita, Nicholas S., Han, Jason, Cho, Younghyun, Luo, Hengrui, Patel, Tirthak

Table of Contents: “…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 by Torbati, Nima, Meshcheryakova, Anastasia, Woitek, Ramona, Mechtcheriakova, Diana, Mahbod, Amirreza

Table of Contents: “… 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 by Tang, Yuhan

Table of Contents: “… 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 by Chumpitaz-Flores, Pedro, Duong, My, Mao, Ying, Hua, Kaixun

Table of Contents: “… 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 by Zvonek, Jennifer, Gillette, Andrew

Table of Contents: “… 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 by Li, Boyu, Zhu, Zongwei, Xiong, Yi, Cao, Qianyue, Geng, Jiawei, Zhang, Xiaonan, Li, Xi

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

Table of Contents: “… 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 by Thomassin, Pablo, Guerard, Guillaume, Djebali, Sonia, Lambert, Vincent Marc

Table of Contents: “…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 by Zai, Liu, Klampanos, Iraklis

Table of Contents: “… 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 by Goessmann, Alex, Schütte, Janina, Fröhlich, Maximilian, Eigel, Martin

Table of Contents: “… 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 by Nhi, Mai Nguyen Phuong, Tran, Lan Nguyen, Ho, Le Bin

Table of Contents: “…, 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 by Ji, Chunxi, Darwiche, Adnan

Table of Contents: “… 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 by Chen, Da, Hu, Guangyu, Xu, Kaihong, Liang, Kaichao, Li, Songjiang, Yang, Wei, Wen, XiangYu, Yuan, Mingxuan

Table of Contents: “… 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 by Sahay, Kaavya, Williamson, Dominic J., Brown, Benjamin J.

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

Table of Contents: “… 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 by Bernal, Marcel Tomàs, Mallinar, Neil Rohit, Belkin, Mikhail

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