Probability and statistics

Thema PBT

215 tuit · page 3/6

Formal & Physical Sciences Mathematics

Prof. Jon Keating | Lecture 1: A Primer in Random Matrix Theory

Jon Keating

December 15, 2025 57 min

★ ★ ★ ★ ★ 5/5

Random Matrix TheoryQuantum ChaosWigner Matrices

Formal & Physical Sciences Mathematics

Laure Dumaz | Renormalization Approach to the 2-Dimensional Uniform Spanning Tree

Laure Dumaz

December 15, 2025 44 min

★ ★ ★ ★ ☆ 4/5

Uniform Spanning TreeRenormalizationPercolation

Formal & Physical Sciences Mathematics

Tommi Jaakkola: Elements of inference

Tommi Jaakkola

December 14, 2025 65 min

★ ★ ★ ★ ☆ 4/5

InferenceGraphical ModelsPartition Function

Formal & Physical Sciences Mathematics

High dimensional statistics - session 19

Robust and Interpretable Machine Learning Lab

December 14, 2025 82 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsSparse RecoveryFano's Inequality

Formal & Physical Sciences Mathematics

High dimensional statistics - session 18

Robust and Interpretable Machine Learning Lab

December 14, 2025 84 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsMinimax Lower BoundsFano's Inequality

Formal & Physical Sciences Mathematics

High dimensional statistics - session 17

Robust and Interpretable Machine Learning Lab

December 14, 2025 86 min

★ ★ ★ ★ ☆ 4/5

Fano's InequalityHigh-Dimensional StatisticsInformation Theory

Formal & Physical Sciences Mathematics

Lecture 12: Time Series Analysis

Peter Kempthorne

December 3, 2025 80 min

★ ★ ★ ★ ★ 5/5

Time SeriesStationarityARMA Models

Formal & Physical Sciences Mathematics

High dimensional statistics - session 16

Robust and Interpretable Machine Learning Lab

December 3, 2025 85 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsHellinger DistanceMinimax Lower Bounds

Formal & Physical Sciences Mathematics

High dimensional statistics - session 15

Robust and Interpretable Machine Learning Lab

December 2, 2025 93 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsMinimax Lower BoundsTotal Variation Distance

Applied Sciences & Engineering Mathematics

Cuarta Conferencia Federico O´Reilly, 1 dic. 12:30 hrs.

Fourth Federico O´Reilly Conference, 1 Dec. 12:30 hrs.

Ruth Fuentes García

December 2, 2025 94 min

★ ★ ★ ★ ☆ 4/5

StatisticsApplied StatisticsSoil Science

Life & Natural Systems Mathematics

E08.2 - Integrating statistical methods and biological knowledge to make reliable causal judgements

Stephen Burgess

December 1, 2025 50 min

★ ★ ★ ★ ☆ 4/5

Mendelian RandomizationCausal InferenceGenetics

Formal & Physical Sciences Mathematics

You've (Likely) Been Playing The Game Of Life Wrong

Veritasium

November 26, 2025 45 min

★ ★ ★ ★ ★ 5/5

Power LawNormal DistributionSt. Petersburg Paradox

Formal & Physical Sciences Mathematics

High dimensional statistics - teaching assistant class by Ali Najar

Ali Najar

November 25, 2025 50 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsSparse EigenvaluesMutual Incoherence

Formal & Physical Sciences Mathematics

High dimensional statistics - session 14

Robust and Interpretable Machine Learning Lab

November 25, 2025 88 min

★ ★ ★ ★ ☆ 4/5

Minimax Lower BoundTotal Variation DistanceHypothesis Testing

Formal & Physical Sciences Mathematics

High dimensional statistics - session 13

Robust and Interpretable Machine Learning Lab

November 23, 2025 87 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsRestricted Isometry PropertyConcentration Inequalities

Formal & Physical Sciences Mathematics

High dimensional statistics - 5 - teaching assistant class by Ali Najar

Ali Najar

November 20, 2025 53 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsSparsitySignal Denoising

Formal & Physical Sciences Mathematics

High dimensional statistics - session 12

Robust and Interpretable Machine Learning Lab

November 18, 2025 88 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsRestricted Null Space PropertyRestricted Isometry Property

Formal & Physical Sciences Mathematics

2.06 Jüri Lember, Tartu Ülikooli tõenäosusteooria professor

2.06 Jüri Lember, Professor of Probability Theory at the University of Tartu

Jüri Lember

November 18, 2025 15 min

★ ★ ★ ★ ☆ 4/5

Probability TheoryStatisticsMarkov Models

Formal & Physical Sciences Mathematics

High dimensional statistics - session 11

Robust and Interpretable Machine Learning Lab

November 16, 2025 89 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsRestricted Isometry PropertyCompressed Sensing

Formal & Physical Sciences Mathematics

High dimensional statistics - session 10

Robust and Interpretable Machine Learning Lab

November 12, 2025 84 min

★ ★ ★ ★ ☆ 4/5

Compressed SensingSparse RecoveryNull Space Property

Formal & Physical Sciences Mathematics

High dimensional statistics - 4 - teaching assistant class by Ali Najar

Ali Najar

November 11, 2025 72 min

★ ★ ★ ★ ☆ 4/5

Sub-GaussianOrlicz NormHigh-Dimensional Statistics

Formal & Physical Sciences Mathematics

High dimensional statistics - session 9

Robust and Interpretable Machine Learning Lab

November 9, 2025 87 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsSparse RecoveryL1 Relaxation

Formal & Physical Sciences Mathematics

High dimensional statistics - 3 - teaching assistant class by Ali Abassi - HDS

Ali Abassi

November 5, 2025 65 min

★ ★ ★ ★ ☆ 4/5

Concentration InequalitiesSub-GaussianMarkov Inequality

Formal & Physical Sciences Mathematics

High dimensional statistics - session 8

Robust and Interpretable Machine Learning Lab

November 4, 2025 87 min

★ ★ ★ ★ ☆ 4/5

McDiarmid's InequalityHigh-Dimensional StatisticsConcentration Inequalities

Formal & Physical Sciences Mathematics

High dimensional statistics - session 7

Robust and Interpretable Machine Learning Lab

November 2, 2025 88 min

★ ★ ★ ★ ☆ 4/5

MartingaleConcentration InequalitiesHigh-Dimensional Statistics

Formal & Physical Sciences Mathematics

High dimensional statistics - session 6

Robust and Interpretable Machine Learning Lab

October 28, 2025 87 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsConcentration InequalitiesJohnson-Lindenstrauss Lemma

Formal & Physical Sciences Mathematics

High dimensional statistics - session 5

Robust and Interpretable Machine Learning Lab

October 27, 2025 85 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsChernoff BoundBernstein Inequality

Formal & Physical Sciences Mathematics

High dimensional statistics - 2 - teaching assistant class by Arshia Izadyari - Linear algebra

Arshia Izadyari

October 27, 2025 82 min

★ ★ ★ ★ ☆ 4/5

Linear AlgebraNormsOperator Norms

Formal & Physical Sciences Mathematics

High dimensional statistics - session 4

Robust and Interpretable Machine Learning Lab

October 21, 2025 84 min

★ ★ ★ ★ ☆ 4/5

Sub-GaussianSub-ExponentialTail Bounds

Formal & Physical Sciences Mathematics

High dimensional statistics - 1 - teaching assistant class by Ali Najar

Ali Najar

October 20, 2025 82 min

★ ★ ★ ★ ☆ 4/5

ProbabilityStatisticsMeasure Theory

Formal & Physical Sciences Mathematics

High dimensional statistics - session 3

Robust and Interpretable Machine Learning Lab

October 19, 2025 84 min

★ ★ ★ ★ ☆ 4/5

Sub-GaussianTail BoundsChernoff Bound

Formal & Physical Sciences Mathematics

High dimensional statistics - session 2

Robust and Interpretable Machine Learning Lab

October 15, 2025 83 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsAsymptoticsBayes Error

Formal & Physical Sciences Mathematics

The TRUE Meaning of Correlation in Statistics

Math and Science

October 14, 2025 22 min

★ ★ ★ ★ ☆ 4/5

CorrelationStatisticsHypothesis Testing

Formal & Physical Sciences Mathematics

High dimensional statistics - session 1

Robust and Interpretable Machine Learning Lab

October 13, 2025 88 min

★ ★ ★ ★ ☆ 4/5

High-Dimensional StatisticsStatistical LearningBayes Classifier

Formal & Physical Sciences Mathematics

Introduction to causality for time series and HSIC - Aurore LOMET

Aurore LOMET

October 9, 2025 56 min

★ ★ ★ ★ ☆ 4/5

Causal DiscoveryTime SeriesHSIC

Formal & Physical Sciences Mathematics

Probabilistic Tensor Decomposition

Jesper Løve Hinrich

October 6, 2025 54 min

★ ★ ★ ★ ☆ 4/5

Bayesian InferenceTensor DecompositionCPD

Formal & Physical Sciences Mathematics

"Comment poussent les arbres (aléatoires) ?" par Nicolas Curien

How do (random) trees grow?

Nicolas Curien

October 3, 2025 47 min

★ ★ ★ ★ ☆ 4/5

Random TreesBrownian CRTScaling Limits

Formal & Physical Sciences Mathematics

StatMech-08: Derivation of Chi-Square, T, and F Distributions

The Metalhead Physicist

September 30, 2025 96 min

★ ★ ★ ★ ☆ 4/5

Chi-Square DistributionT-DistributionF-Distribution

Formal & Physical Sciences Mathematics

Principle Component Analysis | PCA | Visual Explanation

ByteQuest

September 12, 2025 13 min

★ ★ ★ ★ ☆ 4/5

PCADimensionality ReductionMachine Learning

Formal & Physical Sciences Mathematics

Justin SALEZ C8

Justin Salez

September 5, 2025 88 min

★ ★ ★ ★ ☆ 4/5

Markov ChainsCutoff PhenomenonEntropy