• MALSAR

  • Referenced in 4 articles [sw14319]
  • MALSAR (Multi-tAsk Learning via StructurAl Regularization) package includes the following multi-task learning algorithms ... Mean-Regularized Multi-Task Learning; Multi-Task Learning with Joint Feature Selection; Robust Multi-Task ... Task Learning; Alternating Structural Optimization; Incoherent Low-Rank and Sparse Learning; Robust Low-Rank Multi ... Task Learning; Clustered Multi-Task Learning; Multi-Task Learning with Graph Structures; Disease Progression Models...
  • ApolloScape

  • Referenced in 5 articles [sw36630]
  • practically, sensor fusion and joint learning of multiple tasks are beneficial to achieve a more ... development of multi-sensor fusion and multi-task learning in the field of computer vision...
  • MaChAmp

  • Referenced in 1 article [sw33965]
  • Toolkit for Multi-task Learning in NLP. Transfer learning, particularly approaches that combine multi-task ... learning with pre-trained contextualized embeddings and fine-tuning, have advanced the field of Natural ... fine-tuning BERT-like models in multi-task settings. The benefits of MaChAmp...
  • RLBench

  • Referenced in 1 article [sw35086]
  • learning environment featuring 100 unique, hand-design tasks, tailored to facilitate research in a number ... research areas, including: reinforcement learning, imitation learning, multi-task learning, geometric computer vision...
  • PAMTRI

  • Referenced in 1 article [sw33959]
  • PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data ... challenges, we propose a Pose-Aware Multi-Task Re-Identification (PAMTRI) framework. This approach includes ... types) while performing ReID, through multi-task learning with the embedded pose representations. Since manually...
  • LEAF

  • Referenced in 1 article [sw34096]
  • federated learning, meta-learning, and multi-task learning. As the machine learning community begins...
  • PaddleFL

  • Referenced in 1 article [sw34097]
  • machine learning training strategies such as Multi-task learning, Transfer Learning in Federated Learning settings...
  • extraTrees

  • Referenced in 1 article [sw15907]
  • also provides extensions of ExtraTrees to multi-task learning and quantile regression. Uses Java implementation...
  • RLScore

  • Referenced in 2 articles [sw27570]
  • open source module for kernel based machine learning. The library provides implementations of several regularized ... ranking, greedy feature selection, multi-task and zero-shot learning, and unsupervised classification are included...
  • XTREME

  • Referenced in 1 article [sw33966]
  • XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization. Much recent progress ... applications of machine learning models to NLP has been driven by benchmarks that evaluate models ... Multilingual Encoders XTREME benchmark, a multi-task benchmark for evaluating the cross-lingual generalization capabilities ... tasks. We demonstrate that while models tested on English reach human performance on many tasks...
  • Cyanure

  • Referenced in 0 articles [sw31484]
  • provide state-of-the-art solvers for learning linear models, based on stochastic variance-reduced ... elastic-net, fused Lasso, multi-task group Lasso). It provides a simple Python API, which ... very close to that of scikit-learn, which should be extended to other languages such...
  • ISDEvaluation

  • Referenced in 1 article [sw35485]
  • alternative class of tools that can learn a model that provides an individual survival distribution ... extension to Random Survival Forests, and Multi-Task Logistic Regression. This paper first motivates such...
  • MapReduce

  • Referenced in 250 articles [sw00546]
  • MapReduce is a new parallel programming model initially...
  • Kronos

  • Referenced in 261 articles [sw01270]
  • KRONOS is a tool developed with the aim...
  • SHOGUN

  • Referenced in 98 articles [sw03517]
  • The SHOGUN machine learning toolbox. We have developed...
  • SeDuMi

  • Referenced in 1175 articles [sw04002]
  • SeDuMi is a Matlab toolbox for solving optimization...
  • SDPT3

  • Referenced in 609 articles [sw04009]
  • This software is designed to solve conic programming...
  • UCI-ml

  • Referenced in 3041 articles [sw04074]
  • UC Irvine Machine Learning Repository. We currently maintain...
  • SVMstruct

  • Referenced in 28 articles [sw04075]
  • Support Vector Machine (SVM) algorithm for predicting multivariate...
  • CPLEX

  • Referenced in 2551 articles [sw04082]
  • IBM® ILOG® CPLEX® offers C, C++, Java, .NET...