Výsledky vyhledávání - Computing methodologies Artificial intelligence Search methodologies Discrete space search*

LEGION: Best-First Concolic Testing Autor Liu, Dongge, Ernst, Gidon, Murray, Toby, Rubinstein, Benjamin I.P.

“… Legion re-engineers the Monte Carlo tree search (MCTS) framework from the AI literature to treat automated test generation as a problem of sequential decision-making under uncertainty…”
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Optimizing Tensor Computation Graphs with Equality Saturation and Monte Carlo Tree Search Autor Hartmann, Jakob, He, Guoliang, Yoneki, Eiko

“…The real-world effectiveness of deep neural networks often depends on their latency, thereby necessitating optimization techniques that can reduce a model's…”
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Accelerating Decision-Tree-Based Inference Through Adaptive Parallelization Autor Van Lunteren, Jan

“… They are applied to a broad spectrum of applications as diverse as search engine ranking, credit card fraud detection, customer relationship management, fault diagnosis in machinery, and geological…”
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Neuromorphic Monte Carlo Tree Search Methods for Shortest Path Interdiction Autor Ho, Yang, Carbajal, Armida, Escamilla, Leonardo, Pinar, Ali

“…Monte Carlo tree search (MCTS) is a commonly used heuristic algorithm to explore extremely large search spaces for decision making in general and for tackling Stackelberg games in particular…”
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Adaptive bug isolation Autor Arumuga Nainar, Piramanayagam, Liblit, Ben

“… We formulate this approach as a search on the control-dependence graph of the program. We present and evaluate various heuristics that can be used for this search…”
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A Tree Based Router Search Engine Architecture with Single Port Memories Autor Baboescu, Florin, Tullsen, Dean M., Rosu, Grigore, Singh, Sumeet

“…Pipelined forwarding engines are used in core routers to meet speed demands. Tree-based searches are pipelined across a number of stages to achieve high throughput, but this results in unevenly distributed memory…”
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Quantum Circuit Compilers Using Gate Commutation Rules Autor Itoko, Toshinari, Raymond, Rudy, Imamichi, Takashi, Matsuo, Atsushi, Cross, Andrew W.

“…The use of noisy intermediate-scale quantum computers (NISQCs), which consist of dozens of noisy qubits with limited coupling constraints, has been increasing…”
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An Evolutionary Framework for Analyzing the Distance Preserving Property of Weighted Graphs Autor Zahedi, Emad, Mirmomeni, Masoud, Esfahanian, Abdol-Hossein

“… Here, we propose a biologically-inspired search algorithm to address the problem of finding isometric subgraphs that consequently determines if a given graph is distance preserving…”
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A Scalable Distributed Parallel Breadth-First Search Algorithm on BlueGene/L Autor Yoo, Andy, Chow, Edmond, Henderson, Keith, McLendon, William, Hendrickson, Bruce, Catalyurek, Umit

“…Many emerging large-scale data science applications require searching large graphs distributed across multiple memories and processors…”
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Efficient SAT solving: beyond supercubes Autor Babić, Domagoj, Bingham, Jesse, Hu, Alan J.

“… Recently, Goldberg et al introduced supercubing, a different approach to search-space pruning, based on a theory that unifies many existing methods…”
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PertNAS: Architectural Perturbations for Memory-Efficient Neural Architecture Search Autor Ahmad, Afzal, Xie, Zhiyao, Zhang, Wei

“… In this way, it extracts high-quality motifs from the search space. We utilize these perturbations to perform NAS in compact models evolving over time to traverse the search space…”
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Code Difference Guided Adversarial Example Generation for Deep Code Models Autor Tian, Zhao, Chen, Junjie, Jin, Zhi

“… Moreover, the adversarial example generation techniques specific to deep code models still suffer from unsatisfactory effectiveness due to the enormous ingredient search space…”
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Multi-feature and DAG-Based Multi-tree Matching Algorithm for Automatic Web Data Mining Autor Shengsheng Shi, Chengfei Liu, Chunfeng Yuan, Yihua Huang

“…Web data extraction has received considerable attention and study in recent decades. To improve efficiency, many automatic Web data record mining approaches…”
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Multi-Agent Patrolling with Reinforcement Learning Autor Santana, Hugo, Ramalho, Geber, Corruble, Vincent, Ratitch, Bohdana

“…Patrolling tasks can be encountered in a variety of real-world domains, ranging from computer network administration and surveillance to computer wargame…”
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Developing a Deterministic Patrolling Strategy for Security Agents Autor Basilico, Nicola, Gatti, Nicola, Amigoni, Francesco

“…Developing autonomous systems that patrol environments for detecting intruders is a topic of increasing relevance in security applications. An important aspect…”
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An Autonomy-Oriented Paradigm for Self-Organized Computing Autor Liu, Jiming, Gao, Chao, Zhong, Ning

“…A bottom-up computing paradigm, namely Autonomy-Oriented Computing (AOC), offers some principles and mechanisms for non-linearly solving computationally hard problems…”
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Cluster-Swap: A Distributed K-median Algorithm for Sensor Networks Autor Kim, Yoonheui, Lesser, Victor, Ganesan, Deepak, Sitaraman, Ramesh

“…In building practical sensor networks, it is often beneficial to use only a subset of sensors to take measurements because of computational, communication, and…”
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A Theoretical Analysis of Multi-Agent Patrolling Strategies Autor Chevaleyre, Yann, Sempe, Francois, Ramalho, Geber

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The M2M Pathfinding Algorithm Based on the Idea of Granular Computing Autor Wan, Haifeng, Zhang, Yingpeng, Luo, Shengzhou, Liu, Ruijie, Ye, Wensheng

“…) bit memory space and can be updated in O(1) expected time to handle changes. Although the resulting path is not always the shortest one, it can make a trade-off…”
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Parallel multiple sequence alignment with local phylogeny search by simulated annealing Autor Zola, Jaroslaw, Trystram, Denis, Tchernykh, Andrei, Brizuela, Carlos

“…The problem of multiple sequence alignment is one of the most important problems in computational biology. In this paper we present a new method that…”
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