Formal & Physical Sciences AI — Models & ResearchENWhat is an explanation in machine learning?Machine learning classroomFebruary 28, 2026 13 min★ ★ ★ ★ ☆ 4/5ExplainabilityMachine LearningSHAP
Formal & Physical Sciences AI — Models & ResearchENShapley Additive Explanations (SHAP)Machine learning classroomFebruary 28, 2026 20 min★ ★ ★ ★ ☆ 4/5SHAPExplainable AIFeature Attribution
Formal & Physical Sciences AI — Models & ResearchENLIME: local interpretable model-agnostic explanationsMachine learning classroomFebruary 28, 2026 10 min★ ★ ★ ★ ☆ 4/5LIMEInterpretabilityMachine Learning
Formal & Physical Sciences AI — Models & ResearchENIntrinsically interpretable modelsMachine learning classroomFebruary 28, 2026 14 min★ ★ ★ ★ ☆ 4/5InterpretabilityMachine LearningLogistic Regression
Formal & Physical Sciences AI — Models & ResearchENGradient-based explanations (saliency maps)Machine learning classroomFebruary 28, 2026 15 min★ ★ ★ ★ ☆ 4/5Explainable AISaliency MapsGradient-Based Explanations
Formal & Physical Sciences AI — Models & ResearchENCounterfactual explanationsMachine learning classroomFebruary 28, 2026 11 min★ ★ ★ ★ ☆ 4/5Counterfactual ExplanationsInterpretabilityMachine Learning
Formal & Physical Sciences AI — Models & ResearchEN[JC] Principles of Quantum Machine Learning and Multidisciplinary Applications of Hybrid QNNs김성은 (Kim Seongeun), QIYA, Yonsei UniversityFebruary 27, 2026 21 min★ ★ ★ ★ ☆ 4/5Quantum Machine LearningHybrid QNNVariational Quantum Circuits
Formal & Physical Sciences AI — Models & ResearchENMLT | Week-3 | Session-1Karthik ThiagarajanFebruary 26, 2026 166 min★ ★ ★ ★ ☆ 4/5ClusteringK-MeansUnsupervised Learning
Formal & Physical Sciences AI — Models & ResearchENTrained Mamba Emulates Online Gradient Descent in In-Context Linear RegressionWei HuangFebruary 25, 2026 29 min★ ★ ★ ★ ☆ 4/5MambaIn-Context LearningLinear Regression
Formal & Physical Sciences AI — Models & ResearchENToward an Algorithmic Theory of Machine Learning via Kernel MethodsBoumediene HamziFebruary 25, 2026 38 min★ ★ ★ ★ ☆ 4/5Algorithmic Information TheoryKernel MethodsKolmogorov Complexity
Formal & Physical Sciences AI — Models & ResearchENStability in learning the climate of dynamical systems with state space systemsJames Murray LouwFebruary 25, 2026 28 min★ ★ ★ ★ ☆ 4/5Dynamical SystemsReservoir ComputingClimate Learning
Formal & Physical Sciences AI — Models & ResearchENReinforcement Learning 2026 - Session 2Robust and Interpretable Machine Learning LabFebruary 25, 2026 84 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningImitation LearningInverse RL
Formal & Physical Sciences AI — Models & ResearchENReinforcement Learning 2026 - Session 1Robust and Interpretable Machine Learning LabFebruary 25, 2026 87 min★ ★ ★ ★ ☆ 4/5Reinforcement LearningMachine LearningPolicy Optimization
Formal & Physical Sciences AI — Models & ResearchENOpen Mathematical Problems in Manifold Learning for Single-Cell DataTuca AuffingerFebruary 25, 2026 51 min★ ★ ★ ★ ☆ 4/5Manifold LearningT-SNEUMAP
Formal & Physical Sciences AI — Models & ResearchENEfficient Data-Driven Modeling of PDEs: Partially-Observed Flow Map LearningVictor ChurchillFebruary 25, 2026 23 min★ ★ ★ ★ ☆ 4/5PDEFlow Map LearningReduced Basis
Formal & Physical Sciences AI — Models & ResearchENTobias Sutter: Towards Optimal Offline Reinforcement LearningTobias SutterFebruary 24, 2026 28 min★ ★ ★ ★ ☆ 4/5Offline Reinforcement LearningDistributionally Robust OptimizationLarge Deviations
Formal & Physical Sciences AI — Models & ResearchENLin Wan: Learning collective multicellular dynamics with an interacting mean field neural SDE modelLin Wan (Chinese Academy of Sciences)February 24, 2026 45 min★ ★ ★ ★ ☆ 4/5Mean Field SDECell-Cell InteractionsSingle-Cell RNA-Seq
Applied Sciences & Engineering AI — Models & ResearchENComment créer votre PREMIER agent IA en 2026 (sans coder)Eliott MeunierFebruary 24, 2026 20 min★ ★ ★ ★ ☆ 4/5AI AgentsClaude CodePrompt Engineering
Formal & Physical Sciences AI — Models & ResearchENA Hitchhiker’s Guide to the World of LLM Fine-Tuning: ADIA Lab Seminar with Praneeth VepakommaPraneeth VepakommaFebruary 24, 2026 61 min★ ★ ★ ★ ☆ 4/5LLMFine-TuningLoRA
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, весна 2026] Рекомендательные системы. Лекция 1Machine Learning – Intelligent SystemsFebruary 24, 2026 57 min★ ★ ★ ★ ☆ 4/5Recommender SystemsCollaborative FilteringEvaluation Metrics
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, весна 2026] Математические методы прогнозирования II. Лекция 1Machine Learning – Intelligent SystemsFebruary 24, 2026 103 min★ ★ ★ ★ ☆ 4/5TensorForecastingMathematics
Formal & Physical Sciences AI — Models & ResearchENYing-Cheng Lai: Unsupervised learning for anticipating critical transitionsYing-Cheng LaiFebruary 23, 2026 33 min★ ★ ★ ★ ☆ 4/5Critical TransitionsUnsupervised LearningReservoir Computing
Applied Sciences & Engineering AI — Models & ResearchENDaniel Lathrop: Using nonlinear dynamics for low-power high-speed machine learning electronicsDaniel LathropFebruary 23, 2026 27 min★ ★ ★ ★ ☆ 4/5Reservoir ComputingProbabilistic ComputingFPGA
Formal & Physical Sciences AI — Models & ResearchENAndrew Wilson: Epiplexity: A Measure of Structural Information Content for OOD GeneralizationAndrew WilsonFebruary 22, 2026 50 min★ ★ ★ ★ ☆ 4/5EpiplexityOut-of-Distribution GeneralizationStructural Information
Humanities, Social Sciences & Thought AI — Models & ResearchENVous utilisez l'IA mais vous ne gagnez pas de temps ? Je vous montre comment changer çaEliott MeunierFebruary 21, 2026 19 min★ ★ ★ ★ ☆ 4/5IAProductivitéAutomatisation
Formal & Physical Sciences AI — Models & ResearchENWhy Muon Is Good but May Not Be OptimalWeijie SuFebruary 20, 2026 60 min★ ★ ★ ★ ☆ 4/5MuonOptimizationDeep Learning
Formal & Physical Sciences AI — Models & ResearchENMLT | Week-2 | Session-1MLT cs2007's PresentationFebruary 19, 2026 145 min★ ★ ★ ☆ ☆ 3/5PCAMachine LearningDimensionality Reduction
Applied Sciences & Engineering AI — Models & ResearchENML System Design: From Prototype to ProductionVictor AshioyaFebruary 19, 2026 73 min★ ★ ★ ★ ☆ 4/5ML System DesignProduction MLMLOps
Applied Sciences & Engineering AI — Models & ResearchENELLIS Distinguished Lecture: Hatice GunesHatice GunesFebruary 19, 2026 57 min★ ★ ★ ★ ☆ 4/5FairnessAffective ComputingWellbeing
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, весна 2026] Введение в машинное обучение. Лекция 2: Градиентная оптимизация и линейные моделиMachine Learning – Intelligent SystemsFebruary 19, 2026 98 min★ ★ ★ ★ ☆ 4/5Machine LearningGradient DescentLinear Models
Formal & Physical Sciences AI — Models & ResearchENTutorial: Incentives for Collaborative Learning and Data Sharing, Part IISai Praneeth KarimireddyFebruary 17, 2026 87 min★ ★ ★ ★ ☆ 4/5Data ValuationShapley ValueFederated Learning
Formal & Physical Sciences AI — Models & ResearchENMLT | Week-1 | Session-2MLT cs2007 (instructor)February 14, 2026 113 min★ ★ ★ ★ ☆ 4/5PCADimensionality ReductionMachine Learning
Applied Sciences & Engineering AI — Models & ResearchENEnyata x Interswitch Buildathon AMA (ML Lagos)Machine Learning LagosFebruary 13, 2026 25 min★ ★ ★ ☆ ☆ 3/5HackathonNigeriaTech Community
Formal & Physical Sciences AI — Models & ResearchEN[ИАД, весна 2026] Введение в машинное обучение. Лекция 1: Научный метод и основы машинного обученияMachine Learning – Intelligent SystemsFebruary 12, 2026 109 min★ ★ ★ ★ ☆ 4/5Machine LearningScientific MethodRegression
Humanities, Social Sciences & Thought AI — Models & ResearchENSaaSpocalypse, Large Tabular Model, RLVR en dominios abiertosGargoyles DevonFebruary 11, 2026 50 min★ ★ ★ ★ ☆ 4/5AI IndustryInvestmentLarge Tabular Model
Applied Sciences & Engineering AI — Models & ResearchENMLP Live session Week1Machine Learning PracticeFebruary 10, 2026 87 min★ ★ ★ ☆ ☆ 3/5Machine LearningData SciencePython
Applied Sciences & Engineering AI — Models & ResearchENLeveraging AI Knowledge Distillation for Deployable Cybersecurity Defense SystemsMahdi RabbaniFebruary 6, 2026 49 min★ ★ ★ ★ ☆ 4/5Knowledge DistillationCybersecurityMachine Learning
Formal & Physical Sciences AI — Models & ResearchENLet’s Stop Leaving Money on the Table | Richard M. Karp Distinguished LectureKatrina LigettFebruary 5, 2026 63 min★ ★ ★ ★ ☆ 4/5Machine Learning TheoryPrivacyStochastic Gradient Descent
Formal & Physical Sciences AI — Models & ResearchENAlphaMissense: predicción del impacto funcional de mutaciones missense en proteínas mediante IAGerald Moreno MoralesFebruary 4, 2026 24 min★ ★ ★ ★ ☆ 4/5AlphaMissenseMissense MutationsProtein Function
Formal & Physical Sciences AI — Models & ResearchENMLT workshop - Day 5MLT cs2007February 3, 2026 98 min★ ★ ★ ☆ ☆ 3/5Linear RegressionMachine LearningSupervised Learning