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03:59 CIO end of year video 2022 CIO end of year video 2022	CIO end of year video 2022 CIO end of year video 2022 cio isg staff events students team colleagues members event times ukraine ties issues christmas holidays break bit newsletter bottom efforts projects From Gavin McLachlan 0 likes 215 plays 0 Licence Type All rights reserved The University of Edinburgh
12:20 MLP Lecture 08 - Clip 05 - Short CNN timeline MLP Lecture 08 - Clip 05 - Short CNN timeline	MLP Lecture 08 - Clip 05 - Short CNN timeline Machine Learning Practical (MLP) Lecture 08, Clip 05 / 05. machine learning deep learning convolutional neural networks timeline network layers computation layer networks parameters performance improvement training backpropagation computations net features starting times bias function field output connexions From Pavlos Andreadis 1 likes 101 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English Date Created November 8th, 2022 Retain Source File Yes
15:58 AML: Optimisation - Gradient Descent AML: Optimisation - Gradient Descent	AML: Optimisation - Gradient Descent Applied Machine Learning - INFR11211 AML: Optimisation - Gradient Descent Part 2/3 aml machine learning optimisation gradients function gradient step direction error size weight times algorithm rate point weights optimization region learning perturbation steps taylor descent From Siddharth N 0 likes 199 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
20:20 AML: Exploratory Data Analysis - PCA AML: Exploratory Data Analysis - PCA	AML: Exploratory Data Analysis - PCA Applied Machine Learning - INFR11211 AML: Exploratory Data Analysis - PCA Part 2/3 aml machine learning exploratory data analysis pca variance direction components lambda matrix covariance times component dimensions space variation eigenvectors values vector point dimension directions principal eigenvalues eigen From Siddharth N 0 likes 298 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
01:00:07 Topological Complexity of S^3/Q as a Linear… Topological Complexity of S^3/Q as a Linear Problem - Norio Iwase	Topological Complexity of S^3/Q as a Linear Problem - Norio Iwase Classifying spaces in homotopy theory: in honour of Ran Levi's 60th BirthdayNorio Iwase, Kyushu University icms category space times robot point omega tc base sphere fibre programme computer questions motion infinity m. ptc inverse theory problem From Greg McCracken 0 likes 4 plays 0 Licence Type All rights reserved Date Created September 8th, 2022
12:46 Animal Breeding Programme with AlphaSimR - Part 1 Animal Breeding Programme with AlphaSimR - Part 1	Animal Breeding Programme with AlphaSimR - Part 1 This vignette shows how to simulate a bit more realistic animal breeding programme with overlapping generations and different selection intensities in males and females. (Part 1) dams females individuals males breeding times population birth function object sires simulation base calves generations selection programme functions founders trait From Qiaojun Yan 0 likes 12 plays 0 Licence Type Creative Commons - Attribution Share A Like
25:24 HealthyR demo: Reproducible examples (reprex) HealthyR demo: Reproducible examples (reprex)	HealthyR demo: Reproducible examples (reprex) Data and code at: https://github.com/SurgicalInformatics/healthyr_demos healthyr rstats dataset problem values species thing table level paste abc equals times front penguin plot chunk flipper tab friend numbers things From Riinu Pius 0 likes 28 plays 0 Licence Type Creative Commons - Attribution
20:26 HealthyR demo: geom_bar() vs geom_col() HealthyR demo: geom_bar() vs geom_col()	HealthyR demo: geom_bar() vs geom_col() Data and code at: https://github.com/SurgicalInformatics/healthyr_demos healthyr rstats country bar proportion plot geom level dataset winner artists winter count equals bit lines 3d bars position times variable winners From Riinu Pius 0 likes 24 plays 0 Licence Type Creative Commons - Attribution
01:07:54 Luca De Feo - Unexpected discoveries and… Luca De Feo - Unexpected discoveries and challenges in isogeny based cryptography	Luca De Feo - Unexpected discoveries and challenges in isogeny based cryptography Subtitles will be added at a later date. 28 July 2022 Foundations and Applications of Lattice-based Cryptography Luca De Feo (IBM Research Europe) Unexpected discoveries and challenges in isogeny… icms foundations applications lattice cryptography server client elements times function element problem hash key log things action protocol auction curves axiom transfer bob power x. From Greg McCracken 0 likes 14 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created August 2nd, 2022
56:31 Alice Pellet-Mary - Some Attacks on Algebraic… Alice Pellet-Mary - Some Attacks on Algebraic Lattice Problems	Alice Pellet-Mary - Some Attacks on Algebraic Lattice Problems Subtitles will be added at a later date. 27 July 2022 Foundations and Applications of Lattice-based Cryptography Alice Pellet-Mary, Bordeaux University Some Attacks on Algebraic Lattice Problems units log root fields field attack approximation unit lattice factor size basis point generator elements algorithm idea times attacks points From Greg McCracken 0 likes 17 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created August 2nd, 2022 Retain Source File Yes
01:21:17 Ilaria Chillotti - Introduction to FHE and the… Ilaria Chillotti - Introduction to FHE and the TFHE Scheme (Pt 2)	Ilaria Chillotti - Introduction to FHE and the TFHE Scheme (Pt 2) Subtitles will be added at a later date. 26 July 2022 Foundations and Applications of Lattice-based Cryptography Ilaria Chillotti, ZAMA Introduction to FHE and the TFHE Scheme (Pt 1) times ciphertext bootstrapping encryption function ring multiplication error power delta lwe bit position key operation practise question rotation result minus From Greg McCracken 0 likes 42 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created August 2nd, 2022 Retain Source File Yes
58:29 Ilaria Chillotti - Introduction to FHE and the… Ilaria Chillotti - Introduction to FHE and the TFHE Scheme (Pt 1)	Ilaria Chillotti - Introduction to FHE and the TFHE Scheme (Pt 1) Subtitles will be added at a later date. 26 July 2022 Foundations and Applications of Lattice-based Cryptography Ilaria Chillotti, ZAMA Introduction to FHE and the TFHE Scheme (Pt 1) encryption key operations secret box cloud bit operation problem question bootstrapping times error ciphertext thermometer solution decryption point parameters multiplication From Greg McCracken 0 likes 64 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created August 2nd, 2022 Retain Source File Yes
01:26:27 Alice Pellet-Mary - Algebraic lattices for… Alice Pellet-Mary - Algebraic lattices for cryptography	Alice Pellet-Mary - Algebraic lattices for cryptography Subtitles will be added at a later date. 25 July 2022 Foundations and Applications of Lattice-based Cryptography Alice Pellet-Mary, Bordeaux University Algebraic lattices for cryptography elements fields module element size picture field thing problems problem basis roots degree polynomials lattice root times bit vector integers From Liam Holligan 0 likes 46 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created August 2nd, 2022 Retain Source File Yes
01:27:52 Damien Stehlé - Introduction to… Damien Stehlé - Introduction to Lattice-based Cryptography (Pt 1)	Damien Stehlé - Introduction to Lattice-based Cryptography (Pt 1) Subtitles will be added at a later date. 25 July 2022 Foundations and Applications of Lattice-based Cryptography Damien Stehlé, ENS Lyon Introduction to Lattice-based Cryptography (Pt 1) vector times basis lattice vectors probability determinant dimension columns reduction algorithm gamma minimum matrix problem factor combinations emma rows metrics From Liam Holligan 0 likes 123 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created August 2nd, 2022 Retain Source File Yes
01:08:05 Damien Stehlé - Introduction to… Damien Stehlé - Introduction to Lattice-based Cryptography (Pt 2)	Damien Stehlé - Introduction to Lattice-based Cryptography (Pt 2) Subtitles will be added at a later date. 25 July 2022 Foundations and Applications of Lattice-based Cryptography Damien Stehlé, ENS Lyon Introduction to Lattice-based Cryptography (Pt 2) times uniform distribution signature decision parameters reduction minus prime function proof adversary encryption signatures key problem secret log things question From Liam Holligan 0 likes 50 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created August 2nd, 2022 Retain Source File Yes
03:53 Week 2: Looking to the Future Week 2: Looking to the Future	Week 2: Looking to the Future Dr Jen Ross discusses week 2 of the course. If you download and reuse this video, please remember to attribute the University of Edinburgh and include the relevant licence information. e-learning digital cultures representations week metaphor future films art 1960s readings attention accounts storeys learning culture sense mooc kind film times understanding determinism From Qiaojun Yan 0 likes 37 plays 0 Licence Type Creative Commons - Attribution Share A Like Language English Date Created January 13th, 2014

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