Formal & Physical Sciences AI — Models & ResearchENNeurIPS Summary and ML NewsSan Diego Machine LearningDecember 16, 2025 94 min★ ★ ★ ★ ☆ 4/5NeurIPSMachine LearningReinforcement Learning
Formal & Physical Sciences AI — Models & ResearchENMLT - Week 11, 12 SWUMLT cs2007December 15, 2025 146 min★ ★ ★ ★ ☆ 4/5Support Vector MachinesMachine LearningSoft Margin
Formal & Physical Sciences AI — Models & ResearchENL10 Nonlinear & Multiclass ClassificationArtificial Intelligence & Data Science شرح بالعربيDecember 15, 2025 62 min★ ★ ★ ★ ☆ 4/5Logistic RegressionSoftmaxMulticlass Classification
Formal & Physical Sciences AI — Models & ResearchENTony Jebara: Discriminative Learning of Generative ModelsTony JebaraDecember 14, 2025 69 min★ ★ ★ ★ ☆ 4/5Machine LearningDiscriminative LearningGenerative Models
Formal & Physical Sciences AI — Models & ResearchENTong Zhang: Two Algorithms for Learning Sparse RepresentationsTong ZhangDecember 14, 2025 63 min★ ★ ★ ★ ☆ 4/5Sparse LearningOnline LearningGreedy Algorithms
Formal & Physical Sciences AI — Models & ResearchENLawrence K. Saul: Distance Metric Learning for Large Margin ClassificationLawrence K. SaulDecember 14, 2025 76 min★ ★ ★ ★ ☆ 4/5Distance Metric LearningLarge Margin ClassificationConvex Optimization
Formal & Physical Sciences AI — Models & ResearchENJason Eisner: Hidden Markov ModelsJason EisnerDecember 14, 2025 101 min★ ★ ★ ★ ★ 5/5Hidden Markov ModelsNatural Language ProcessingForward Algorithm
Formal & Physical Sciences AI — Models & ResearchENDale Schuurmans: Convex Training Algorithms for Hard Machine Learning ProblemsDale SchuurmansDecember 14, 2025 78 min★ ★ ★ ★ ☆ 4/5Convex OptimizationUnsupervised LearningSupport Vector Machines
Formal & Physical Sciences AI — Models & ResearchENCorinna Cortes: Rational Kernels: A General Machine Learning Framework for the Analysis of Text, Speech, and Biological SequencesCorinna CortesDecember 14, 2025 84 min★ ★ ★ ★ ☆ 4/5Support Vector MachinesRational KernelsKernel Methods
Formal & Physical Sciences AI — Models & ResearchENThe Mathematical Foundations of Intelligence [Professor Yi Ma]Machine Learning Street TalkDecember 13, 2025 65 min★ ★ ★ ★ ☆ 4/5Mathematical TheoryDeep LearningCompression
Formal & Physical Sciences AI — Models & ResearchENMLT - Week 12MLT cs2007December 13, 2025 96 min★ ★ ★ ★ ☆ 4/5Machine LearningClassificationLoss Functions
Formal & Physical Sciences AI — Models & ResearchENMitigating the Curse of Detail: A Heuristic for Feature Learning and Sample ComplexityZohar RingelDecember 13, 2025 61 min★ ★ ★ ★ ☆ 4/5Deep Learning TheoryFeature LearningStatistical Physics
Formal & Physical Sciences AI — Models & ResearchENL9 Classification (Logistic Regression)Artificial Intelligence & Data Science شرح بالعربيDecember 13, 2025 92 min★ ★ ★ ★ ☆ 4/5Logistic RegressionClassificationMachine Learning
Applied Sciences & Engineering AI — Models & ResearchENBuilding Synthetic Data Pipelines for Open Research and Scalable AI DevelopmentMaarten Van SegbroeckDecember 13, 2025 17 min★ ★ ★ ★ ☆ 4/5Synthetic DataNVIDIANeMo Data Designer
Formal & Physical Sciences AI — Models & ResearchENPINN for Challenging Multiphase Flow Problems||Multi-Agent LLM for Intelligent Design ||Dec 12, 2025CRUNCH Group: Home of Math + Machine Learning + XDecember 12, 2025 128 min★ ★ ★ ★ ☆ 4/5Physics-Informed Neural NetworksMultiphase FlowMulti-Agent LLM
Applied Sciences & Engineering AI — Models & ResearchENMLP Live session week 11Machine Learning PracticeDecember 12, 2025 93 min★ ★ ★ ☆ ☆ 3/5Machine LearningSentiment AnalysisKaggle
Formal & Physical Sciences AI — Models & ResearchENMark Dredze: Machine LearningMark DredzeDecember 12, 2025 146 min★ ★ ★ ★ ☆ 4/5Machine LearningSupervised LearningUnsupervised Learning
Formal & Physical Sciences AI — Models & ResearchENL8 Feature Scaling, Regularization Ridge, Lasso, ElasticNET, and Early StoppingArtificial Intelligence & Data Science شرح بالعربيDecember 12, 2025 87 min★ ★ ★ ★ ☆ 4/5RegularizationRidgeLasso
Formal & Physical Sciences AI — Models & ResearchENDomain Adaptation in Natural Language ProcessingHal DaumeDecember 12, 2025 62 min★ ★ ★ ★ ☆ 4/5Domain AdaptationNatural Language ProcessingMachine Learning
Formal & Physical Sciences AI — Models & ResearchENDaphne Koller: Probabilistic Models of Relational DomainsDaphne KollerDecember 12, 2025 80 min★ ★ ★ ★ ☆ 4/5Probabilistic Graphical ModelsRelational DataBayesian Networks
Formal & Physical Sciences AI — Models & ResearchENMLT - Week 11MLT cs2007December 11, 2025 118 min★ ★ ★ ☆ ☆ 3/5Support Vector MachinesSoft MarginMachine Learning
Formal & Physical Sciences AI — Models & ResearchENComment s'entraîne une intelligence artificielle ? - Formation Découverte de l'IAJean-Luc (CNRS)December 11, 2025 14 min★ ★ ★ ★ ☆ 4/5Machine LearningTrainingNeural Networks
Humanities, Social Sciences & Thought AI — Models & ResearchENVentajas de IBM Small Models, AI motores y caballos, Cuestionando la cross-entropyInteligencia Artificial SemanalDecember 10, 2025 50 min★ ★ ★ ☆ ☆ 3/5AI BusinessAmazonNvidia
Formal & Physical Sciences AI — Models & ResearchENKilian Weinberger: Learning with Marginalized Corrupted FeaturesKilian WeinbergerDecember 9, 2025 65 min★ ★ ★ ★ ☆ 4/5Machine LearningRegularizationData Augmentation
Formal & Physical Sciences AI — Models & ResearchENTargeted Unlearning with Single Layer Unlearning GradientArian KomaeiDecember 8, 2025 38 min★ ★ ★ ☆ ☆ 3/5Machine UnlearningDiffusion ModelsCLIP
Formal & Physical Sciences AI — Models & ResearchENStanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 3: Policy GradientsChelsea FinnDecember 8, 2025 62 min★ ★ ★ ★ ★ 5/5Reinforcement LearningPolicy GradientsDeep Learning
Formal & Physical Sciences AI — Models & ResearchENStanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 2: Imitation LearningChelsea FinnDecember 8, 2025 67 min★ ★ ★ ★ ★ 5/5Imitation LearningReinforcement LearningNeural Networks
Applied Sciences & Engineering AI — Models & ResearchENStanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 16: RL for RobotsChelsea FinnDecember 8, 2025 65 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningRoboticsAutonomy
Formal & Physical Sciences AI — Models & ResearchENStanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 1: Class IntroChelsea FinnDecember 8, 2025 52 min★ ★ ★ ★ ★ 5/5Deep Reinforcement LearningMarkov Decision ProcessesStanford
Formal & Physical Sciences AI — Models & ResearchENOn the Impossibility of Retrain Equivalence in Machine UnlearningRobust and Interpretable Machine Learning LabDecember 8, 2025 68 min★ ★ ★ ★ ☆ 4/5Machine UnlearningRetrain EquivalenceMulti-Stage Training
Formal & Physical Sciences AI — Models & ResearchENTensor Logic "Unifies" AI Paradigms [Pedro Domingos]Pedro DomingosDecember 7, 2025 87 min★ ★ ★ ★ ☆ 4/5Tensor LogicNeuro-Symbolic AIDeep Learning
Applied Sciences & Engineering AI — Models & ResearchENMLP OPPE 2 Revsion SessionMachine Learning PracticeDecember 5, 2025 81 min★ ★ ☆ ☆ ☆ 2/5Machine LearningClassificationExam Preparation
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, осень 2025] Вероятностные тематические модели. Лекция 12Machine Learning – Intelligent SystemsDecember 5, 2025 100 min★ ★ ★ ★ ☆ 4/5Topic ModelingLDABayesian Inference
Formal & Physical Sciences AI — Models & ResearchENMLT - Week 10MLT cs2007December 4, 2025 129 min★ ★ ★ ☆ ☆ 3/5PerceptronSupport Vector MachineMachine Learning
Formal & Physical Sciences AI — Models & ResearchENHow to train Multi Agent Collaborative Agents with Reinforcement Learning (CTDE Explained)Neural Breakdown with AVBDecember 4, 2025 21 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningMulti-AgentPPO
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, осень 2025] Вероятностные тематические модели. Лекция 11Machine Learning – Intelligent SystemsDecember 4, 2025 87 min★ ★ ★ ★ ☆ 4/5Topic ModelingSummarizationRelaxation
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, осень 2025] Foundational models for spatial-time series. Занятие 8Machine Learning – Intelligent SystemsDecember 4, 2025 92 min★ ★ ★ ★ ☆ 4/5Gas DynamicsRiemann ProblemEuler Equations
Formal & Physical Sciences AI — Models & ResearchENMLP OPPE 2 Revision SessionMachine Learning PracticeDecember 2, 2025 69 min★ ★ ★ ★ ☆ 4/5ClassificationScikit-LearnModel Evaluation
Formal & Physical Sciences AI — Models & ResearchENUnderstanding Tiny Hierarchical Reasoning ModelsMachine Learning TVNovember 30, 2025 98 min★ ★ ★ ★ ☆ 4/5Hierarchical ReasoningTransformerRecurrent Neural Network
Formal & Physical Sciences AI — Models & ResearchENML Basics Study Group Week 5 & 6 MeetingMachine Learning LagosNovember 29, 2025 91 min★ ★ ☆ ☆ ☆ 2/5Machine LearningLogistic RegressionDecision Tree