• SVMlight

  • Referenced in 264 articles [sw04076]
  • described in [Joachims, 2002a ]. [Joachims, 1999a]. The algorithm has scalable memory requirements and can handle ... computational expense, but they are conservatively biased. Almost unbiased estimates provides leave-one-out testing ... 2002a]. New in this version is an algorithm for learning ranking functions [Joachims, 2002c...
  • node2vec

  • Referenced in 79 articles [sw27202]
  • networks. Here we propose node2vec, an algorithmic framework for learning continuous feature representations for nodes ... design a biased random walk procedure, which efficiently explores diverse neighborhoods. Our algorithm generalizes prior...
  • R-MAX

  • Referenced in 32 articles [sw02539]
  • than Kearns and Singh’s E^3 algorithm, covering zero-sum stochastic games ... optimism under uncertainty” bias used in many RL algorithms. (4) It is simpler, more general...
  • CUTE

  • Referenced in 232 articles [sw14681]
  • testing small- and large-scale nonlinear optimization algorithms. Although many of these facilities were originally ... There is a Unix and C shell bias to many of the descriptions...
  • pSumo-CD

  • Referenced in 14 articles [sw23949]
  • introducing the covariance discriminant (CD) algorithm, in which a bias-adjustment term, which...
  • AIF360

  • Referenced in 6 articles [sw33037]
  • state-of-the-art bias mitigation algorithms developed by the research community, it is designed...
  • Algorithm 823

  • Referenced in 36 articles [sw04470]
  • Algorithm 823: Implementing scrambled digital sequences. Random scrambling of deterministic (t, m, s)-nets ... sequences eliminates their inherent bias while retaining their low-discrepancy properties. This article describes...
  • WinoGrande

  • Referenced in 2 articles [sw42140]
  • followed by (2) systematic bias reduction using a novel AfLite algorithm that generalizes human-detectable ... benchmarks. We emphasize the importance of algorithmic bias reduction in existing and future benchmarks...
  • Entropy-SGD

  • Referenced in 20 articles [sw41231]
  • Biasing Gradient Descent Into Wide Valleys. This paper proposes a new optimization algorithm called Entropy...
  • N4itk

  • Referenced in 4 articles [sw18638]
  • nonparametric nonuniform intensity normalization (N3) algorithm is proposed for bias field correction. Given the superb ... scheme for improved bias field correction over the original N3 algorithm. Similar...
  • iSNO-PseAAC

  • Referenced in 39 articles [sw22446]
  • implemented using the conditional random field (CRF) algorithm. As a demonstration, a benchmark dataset ... sites. To reduce the homology bias, none of these sites were derived from the proteins...
  • PROC LOGISTIC

  • Referenced in 10 articles [sw12078]
  • Newton-Raphson algorithm, and you can perform the bias-reducing penalized likelihood optimization as discussed...
  • SMOTEBoost

  • Referenced in 35 articles [sw12571]
  • those instances (achieved by SMOTE). Since boosting algorithms give equal weight to all misclassified examples ... majority class. Thus, to reduce the bias inherent in the learning procedure due to class ... detail on the theoretical description of the algorithm please refer to the following paper...
  • TWILIGHT

  • Referenced in 9 articles [sw06788]
  • distribution. In comparison to other methods, our algorithm performs compatibly in detecting the shape ... smaller bias with respect to estimating the overall percentage of noninduced genes. Our algorithm...
  • GIBS

  • Referenced in 1 article [sw19743]
  • their distributions around biomolecules. This software implements algorithms that automate the excess chemical potential calculations ... salt concentration. GIBS uses a cavity-bias algorithm to achieve high sampling acceptance rates...
  • libbrkga

  • Referenced in 2 articles [sw13245]
  • constrained global optimization using a biased random-key genetic algorithm. This paper describes libbrkga ... shared Python/C++ library of the biased random-key genetic algorithm (BRKGA) for bound constrained global...
  • brkgaAPI

  • Referenced in 1 article [sw11788]
  • application programmming interface for biased random-key algorithms. n this paper, we describe brkgaAPI ... application programming interface for the algorithmic framework of biased random-key genetic algorithms. Our cross...
  • fairness

  • Referenced in 1 article [sw35210]
  • their results reinforce existing social biases. While unfair algorithms can propagate such biases and offer ... socioeconomic status, physical or mental disabilities), fair algorithms possess the underlying foundation that these groups...
  • Codon

  • Referenced in 3 articles [sw15173]
  • often necessary. We present an algorithm for optimizing codon bias of a gene with respect ... well motivated measure of bias, while simultaneously performing motif engineering. The measure is the previously ... demonstrate the efficiency and effectiveness of our algorithm on the GENCODE dataset and provide...
  • Unb-DPC

  • Referenced in 7 articles [sw25079]
  • mycobacterial membrane protein types by incorporating un-biased dipeptide composition into Chou’s general PseAAC ... tuberculosis and leprosy. The existing feature encoding algorithms for protein sequence representation such as composition ... membrane protein and their types due to biasness among different types. Therefore, in this study ... advantages, first it avoid the biasness among the different mycobacterium membrane protein and their types...