Probability and statistics

Thema PBT

204 tuit · page 3/6
High dimensional statistics - session 17
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 17

Robust and Interpretable Machine Learning Lab
86 min
★ ★ ★ ★ ☆ 4/5
Fano's InequalityHigh-Dimensional StatisticsInformation Theory
Lecture 12: Time Series Analysis
Formal & Physical Sciences Mathematics
EN

Lecture 12: Time Series Analysis

Peter Kempthorne
80 min
★ ★ ★ ★ ★ 5/5
Time SeriesStationarityARMA Models
High dimensional statistics - session 16
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 16

Robust and Interpretable Machine Learning Lab
85 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsHellinger DistanceMinimax Lower Bounds
High dimensional statistics - session 15
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 15

Robust and Interpretable Machine Learning Lab
93 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsMinimax Lower BoundsTotal Variation Distance
High dimensional statistics - session 14
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 14

Robust and Interpretable Machine Learning Lab
88 min
★ ★ ★ ★ ☆ 4/5
Minimax Lower BoundTotal Variation DistanceHypothesis Testing
High dimensional statistics - session 13
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 13

Robust and Interpretable Machine Learning Lab
87 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsRestricted Isometry PropertyConcentration Inequalities
High dimensional statistics - session 12
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 12

Robust and Interpretable Machine Learning Lab
88 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsRestricted Null Space PropertyRestricted Isometry Property
High dimensional statistics - session 11
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 11

Robust and Interpretable Machine Learning Lab
89 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsRestricted Isometry PropertyCompressed Sensing
High dimensional statistics - session 10
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 10

Robust and Interpretable Machine Learning Lab
84 min
★ ★ ★ ★ ☆ 4/5
Compressed SensingSparse RecoveryNull Space Property
High dimensional statistics - session 9
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 9

Robust and Interpretable Machine Learning Lab
87 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsSparse RecoveryL1 Relaxation
High dimensional statistics - session 8
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 8

Robust and Interpretable Machine Learning Lab
87 min
★ ★ ★ ★ ☆ 4/5
McDiarmid's InequalityHigh-Dimensional StatisticsConcentration Inequalities
High dimensional statistics - session 7
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 7

Robust and Interpretable Machine Learning Lab
88 min
★ ★ ★ ★ ☆ 4/5
MartingaleConcentration InequalitiesHigh-Dimensional Statistics
High dimensional statistics - session 6
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 6

Robust and Interpretable Machine Learning Lab
87 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsConcentration InequalitiesJohnson-Lindenstrauss Lemma
High dimensional statistics - session 5
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 5

Robust and Interpretable Machine Learning Lab
85 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsChernoff BoundBernstein Inequality
High dimensional statistics - session 4
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 4

Robust and Interpretable Machine Learning Lab
84 min
★ ★ ★ ★ ☆ 4/5
Sub-GaussianSub-ExponentialTail Bounds
High dimensional statistics - session 3
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 3

Robust and Interpretable Machine Learning Lab
84 min
★ ★ ★ ★ ☆ 4/5
Sub-GaussianTail BoundsChernoff Bound
High dimensional statistics - session 2
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 2

Robust and Interpretable Machine Learning Lab
83 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsAsymptoticsBayes Error
High dimensional statistics - session 1
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 1

Robust and Interpretable Machine Learning Lab
88 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsStatistical LearningBayes Classifier
Probabilistic Tensor Decomposition
Formal & Physical Sciences Mathematics
EN

Probabilistic Tensor Decomposition

Jesper Løve Hinrich
54 min
★ ★ ★ ★ ☆ 4/5
Bayesian InferenceTensor DecompositionCPD
Justin SALEZ C8
Formal & Physical Sciences Mathematics
EN

Justin SALEZ C8

Justin Salez
88 min
★ ★ ★ ★ ☆ 4/5
Markov ChainsCutoff PhenomenonEntropy
Justin SALEZ C7
Formal & Physical Sciences Mathematics
EN

Justin SALEZ C7

Justin Salez
97 min
★ ★ ★ ★ ☆ 4/5
Cutoff PhenomenonMarkov ChainsMixing Times
Justin SALEZ C6
Formal & Physical Sciences Mathematics
EN

Justin SALEZ C6

Justin Salez
84 min
★ ★ ★ ★ ☆ 4/5
Markov ChainsCurvatureCutoff Phenomenon
Justin SALEZ C4
Formal & Physical Sciences Mathematics
EN

Justin SALEZ C4

Justin Salez
91 min
★ ★ ★ ★ ☆ 4/5
Markov ChainsCutoff PhenomenonFunctional Inequalities
Justin SALEZ C1
Formal & Physical Sciences Mathematics
EN

Justin SALEZ C1

Justin Salez
85 min
★ ★ ★ ★ ☆ 4/5
Markov ChainsCutoff PhenomenonMixing Time