SPECTRUM framework speeds up learning of probabilistic logical models

The SPECTRUM framework accelerates learning of probabilistic logical models, boosting AI efficiency and reducing required training data, according to the developers. Read more: getnews.me/spectrum-framework-speed... #spectrum #probabilisticmodels

#LSA #LSA2025 #Linguistics #Bayesian #BayesianInference #LanguageEvolution #ProbabilisticModels #QuantitativeMethods #Statistics #R #LanguageChange #Typology #LanguagePhylogenies

The lesson: just because a model is branded for uncertainty doesn’t mean it delivers. Stop the monkey data science—science is not crowd-following.

#DataScience #NGBoost #ProbabilisticModels #ModelEvaluation #MachineLearning #StopTheHype

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#LSA #LSA2025 #Linguistics #ProbabilisticModels #ComputationalModeling #Phonology #Psycholinguistics #Variation #Lexicon

#LSA #LSA2025 #Linguistics #ProbabilisticModels #QuantitativeMethods #Statistics #R #CorpusLinguistics #CommunicativeEfficiency #ComputationalLinguistics #InformationTheory #Psycholinguistics #Usage-basedLinguistics

#LSA #LSA2025 #Linguistics #ProbabilisticModels #QuantitativeMethods #Statistics #R #CorpusLinguistics #CommunicativeEfficiency #ComputationalLinguistics #InformationTheory #Psycholinguistics #Usage-basedLinguistics

#AI #MachineLearning #ProbabilisticModels
#AISTATS2025 #NeuralNetworks

Last days for submitting to #UAI2025! The deadline is Feb 10 23:59 AoE 💥

We welcome papers in #uncertainty #AI #ML #causality #CausalSky #statML #probabilisticmodels #reasoning #impreciseprobabilities #neurosymbolic and other topics

#LSA #LSA2025 #Linguistics #LanguageEvolution #ProbabilisticModels #Typology #LanguageChange

Sad after #AISTATS2025 and #ICLR2025 notifications? As we say in Italy, when a door closes, a bigger one opens ;)

If you have a fantastic paper on #uncertainty #AI #ML #causality #statML #probabilisticmodels #reasoning #impreciseprobabilities etc, consider submitting to #UAI2025 🇧🇷 deadline 10 Feb 💥

I’m looking forward to engaging discussions, insightful questions, and connecting with fellow researchers. If you’re attending NeurIPS, stop by my sessions—I’d love to chat! 🚀

#NeurIPS2024 #MachineLearning #ComputerVision #ProbabilisticModels #ErrorRecognition #AIResearch #MLResearch