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The Dell Laptop Buying Guide UK: Which Dell Laptop Should You Buy? When you purchase through links in our articles, we may earn a small commission. PC upgrades are brutally expensive. Upgrading your actual gaming desktop or laptop is probably not happening for most people. So it's time to upgrade everything else.
ARanking-based,BalancedLossFunction Unifying ClassificationandLocalisationinObjectDetection
Our contributions are: (1) We develop a generalized framework to optimize non-differentiable ranking-based functions byextending theerror-drivenoptimization ofAPLoss.(2)Weprovethat
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models
We study the task of learning SIMs in the agnostic (a.k.a.
Learning dynamic polynomial proofs
Alhussein Fawzi, Mateusz Malinowski, Hamza Fawzi, Omar Fawzi
In this work, we introduce a machine learning based method to search for adynamic proof within these proof systems.
Multi-AgentReinforcementLearningis ASequenceModelingProblem
Recently, such difficulty in multi-agent learning has been eased owing to the introduction ofcentralized training for decentralized execution(CTDE) [11, 45], which allows agents to access the global information andopponents' actions during thetraining phase.
CogMol: Target-SpecificandSelectiveDrugDesign forCOVID-19UsingDeepGenerativeModels
The generated candidates are novel at both the molecular and chemical scaffold levels when compared to the training data.