Výsledky vyhľadávania - Computing methodologies Artificial intelligence Search methodologies Discrete space research

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

“… How to achieve the best of both remains an open challenge. To address this research problem, we propose and evaluate Legion…”
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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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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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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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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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Graph Representation Learning for Microarchitecture Design Space Exploration Autor Yi, Xiaoling, Lu, Jialin, Xiong, Xiankui, Xu, Dong, Shang, Li, Yang, Fan

“…Design optimization of modern microprocessors is a complex task due to the exponential growth of the design space…”
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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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Beyond the Yield Barrier: Variational Importance Sampling Yield Analysis Autor Liu, Yanfang, He, Lei, Xing, Wei W.

“…Optimal mean shift vector (OMSV)-based importance sampling methods have long been prevalent in yield estimation and optimization as an industry standard…”
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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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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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An improved thermodynamic simulated annealing-based approach for resource-skewness-aware and power-efficient virtual machine consolidation in cloud datacenters Autor Saeedi, Pedram, Hosseini Shirvani, Mirsaeid

“…Cloud computing attracted great attention in both industry and research communities for the sake of its ubiquitous, elasticity and economic services…”
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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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Efficient DWT-based fusion techniques using genetic algorithm for optimal parameter estimation Autor Kavitha, S., Thyagharajan, K. K.

“… In this research work, discrete wavelet transform (DWT) and undecimated discrete wavelet transform (UDWT…”
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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

“… This paper presents a distributed breadth- first search (BFS) scheme that scales for random graphs with up to three billion vertices and 30 billion edges…”
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Faster Greedy Optimization of Resistance-based Graph Robustness Autor Predari, Maria, Kooij, Robert, Meyerhenke, Henning

“… The pseudoinverse may be computed explicitly via pseudoinversion; yet, this takes cubic time in practice and quadratic space…”
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DiffSAT: Differential MaxSAT Layer for SAT Solving Autor Zhang, Yu, Zhen, Hui-Ling, Yuan, Mingxuan, Yu, Bei

“…) framework to efficiently search the solution space and resolve conflicts during the search process…”
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Improved arithmetic optimization algorithm for patient admission scheduling problem Autor Alawad, Noor Aldeen, Abed-alguni, Bilal H., Saleh, Israa I.

“… it. The arithmetic optimization algorithm (AOA) is a new optimization algorithm that can effectively solve both continuous and discrete optimization problems…”
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Iterated local search using an add and delete hyper-heuristic for university course timetabling Autor Soria-Alcaraz, Jorge A., Özcan, Ender, Swan, Jerry, Kendall, Graham, Carpio, Martin

“…).•An effective hyper-heuristic approach operating with ADLs is proposed.•Low level heuristics perform search over the space of feasible solutions…”
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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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