Suchergebnisse - "Memory-Efficient Algorithms"

A multigrid preconditioner for tensor product spline smoothing von Siebenborn, Martin, Wagner, Julian

“… Penalized spline smoothing is a well-established, nonparametric regression method that is efficient for one and two covariates. Its extension to more than two …”
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Accelerate QC-LDPC FEC for High-Throughput 5G/6G Wireless & Satellite on CPU and GPU SDRs von Usatyuk, Vasiliy S., Egorov, Sergey I.

“… This paper presents a high-throughput decoding method for quasi-cyclic low-density parity-check (QC-LDPC) codes, optimized for both CPU and GPU-based …”
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Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing von Ferdous, S M, Neff, Reece, Peng, Bo, Shuvo, Salman, Minutoli, Marco, Mukherjee, Sayak, Kowalski, Karol, Becchi, Michela, Halappanavar, Mahantesh

“… A coloring of a graph is an assignment of colors to vertices such that no two neighboring vertices have the same color. The need for memory-efficient coloring …”
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MarioDAgger: A Time and Space Efficient Autonomous Driver von Kamrani, Farzad, Elers, Andreas, Cohen, Mika, Payberah, Amir H.

“… Imitation learning is a promising approach for training autonomous vehicles, where a set of state-action pairs from human demonstrated driving is used as …”
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Chapter 6 - Advanced Implementation and Realization of TFDs

“… The design of efficient algorithms is the key to effective utilization of the properties of time-frequency distributions (TFDs) for real-life applications …”
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Low-memory iterative density fitting von Grajciar, Lukáš

“… A new low‐memory modification of the density fitting approximation based on a combination of a continuous fast multipole method (CFMM) and a preconditioned …”
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Memory-Efficient Convex Optimization for Self-Dictionary Nonnegative Matrix Factorization von Nguyen, Tri, Fu, Xiao, Wu, Ruiyuan

“… The separable nonnegative matrix factorization (NMF) model has been adopted in many applications (e.g., topic modeling and community detection), as it ensures …”
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Memory Efficient Algorithms for Structural Alignment of RNAs with Pseudoknots von Wong, T. K. F., Chiu, Y. S., Lam, T. W., Yiu, S. M.

“… In this paper, we consider the problem of structural alignment of a target RNA sequence of length n and a query RNA sequence of length m with known secondary …”
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