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14:38 XAI Lecture Recording: InTrees (Part 3) XAI Lecture Recording: InTrees (Part 3)	XAI Lecture Recording: InTrees (Part 3) This lecture will cover InTrees, which is a model-specific XAI method for tree ensembles. rules rule tree entries conditions decision node questions quality output condition ensembles error trees nodes regression instances xai xai course machine learning From Auste Simkute on July 14th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
07:35 XAI Lecture Recording: InTrees (Part 2) XAI Lecture Recording: InTrees (Part 2)	XAI Lecture Recording: InTrees (Part 2) This lecture will cover InTrees, which is a model-specific XAI method for tree ensembles. rules entries rule confidence ratio representation absence table dataset questions workbook xai xai course machine learning From Auste Simkute on July 14th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
12:37 XAI Lecture Recording - Anchors (Part 2) XAI Lecture Recording - Anchors (Part 2)	XAI Lecture Recording - Anchors (Part 2) This lecture will cover the Anchors approach for XAI. xai xai course explainable machine learning anchors rules precision coverage anchor rule instance model question instances lecture questions classification neighbourhood feature process From Auste Simkute on July 7th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
07:04 XAI Lecture Recording - Anchors (Part 1) XAI Lecture Recording - Anchors (Part 1)	XAI Lecture Recording - Anchors (Part 1) This lecture will cover the Anchors approach for XAI. xai xai course explainable machine learning rule feature instance anchors rules features model instances values percent loan individual decision anchor precision account From Auste Simkute on July 7th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
14:25 FNLP 7c FNLP 7c	FNLP 7c The Noisy Channel Model noisy channel model bayes rule spelling correction model language probability words sequence word speech corpus correction models lot translation channel sequences problem estimates component nlp thing distribution From Alexandra Lascarides on June 23rd, 2021 0 likes 1 plays 0 Licence Type All rights reserved The University of Edinburgh Language English
24:06 FNLP 5c FNLP 5c	FNLP 5c Language Models: Independence Assumptions trigrams langauge models bigrams sparse data probability word words sentence model sequence corpus probabilities mast language trigram independence boundaries rule times training problem bigram things counts From Alexandra Lascarides on June 11th, 2021 0 likes 1 plays 0 Licence Type All rights reserved The University of Edinburgh Language English
36:14 School of Informatics Sample Undergraduate… School of Informatics Sample Undergraduate Lecture	School of Informatics Sample Undergraduate Lecture School of Informatics - Sample 1st year lecturePropositions as Types by Professor Philip WadlerSemester 1: Lecture 19 (INF1A) school of informatics proof b. haskell thing things a. logic term pair function rule curry programme lambda idea rules calculus languages types introduction From Nicola Hopper on June 3rd, 2021 0 likes 14 plays 0 Publisher UoE School of Informatics Licence Type All rights reserved The University of Edinburgh Language English Date Created June 3rd, 2021
22:47 Regulating the Embryo Regulating the Embryo	Regulating the Embryo Liminal Spaces was a six-year Wellcome-funded project at Edinburgh Law School, which scrutinised regulatory systems that support human health research. The vision of the project was to deliver the… law edinburgh law school liminal spaces embryo embryos processes act kind regulation approach 1980s things process liminality lot rule place thing status question spaces actors From Elisabeth Barlow on May 7th, 2021 0 likes 8 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created May 6th, 2021
28:15 Fluctuation profiles for fluids and… Fluctuation profiles for fluids and Noether's Therorem in Statistical Mechanics - Matthias Schmidt	Fluctuation profiles for fluids and Noether's Therorem in Statistical Mechanics - Matthias Schmidt New directions in classical density functional theory online workshop 3 - 6 May 2021 Matthias Schmidt ((Universität Bayreuth) Fluctuation profiles for fluids and Noether's Therorem in… mathematics function thing profile density equilibrium things bit rule compressibility times correlation covariance rules force row epsilon question rho functions volume From GILLIAN KERR on May 5th, 2021 0 likes 20 plays 0 Licence Type All rights reserved Language english Date Created May 4th, 2021
15:46 9B Arab Spring part 1 9B Arab Spring part 1	9B Arab Spring part 1 9B Arab Spring part 1 middle east department of islamic and middle eastern studies spring protest rule regime police frustration laws emergency syria place policies 11th 25th president end masses situation protests mass bit From Anthony Gorman on March 16th, 2021 0 likes 127 plays 0 Course Code IMES08037 Publisher Anthony Gorman Licence Type Creative Commons - Attribution Language English Date Created March 16th, 2021
25:52 8B Iranian Revolution part 2 8B Iranian Revolution part 2	8B Iranian Revolution part 2 8B Iranian Revolution part 2 department of islamic and middle eastern studies middle east shah khomeini position republic rule forces revolution regime power movement law elements freedom establishment opposition abraham 1970s leader authority idea From Anthony Gorman on March 9th, 2021 0 likes 126 plays 0 Course Code IMES08037 Publisher Anthony Gorman Licence Type Creative Commons - Attribution Language Eng Date Created March 9th, 2021
52:07 UK-APASI in Mathematical Sciences: William Waites… UK-APASI in Mathematical Sciences: William Waites (Lecture 3)	UK-APASI in Mathematical Sciences: William Waites (Lecture 3) Subtitles will be added soon. Monday 22 February 2021 UK-APASI in Mathematical Sciences William Waites - Coupling within-host and population dynamics of epidemics with stochastic graph rewriting virus kind graph model rules rule cells antibodies person population response pcr thing load curve process test point interaction graphs From Liam Holligan on February 22nd, 2021 0 likes 7 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created February 22nd, 2021
06:47 13.c 13.c	13.c The third video on the first Inf2d lecture on Resolution. inf2d reasoning and agents artificial intelligence resolution modus ponens chaining symbol symbols sentences base knowledge rule inference clause result reasoning goal methods implication ground connexion disjunction From Claudia-Elena Chirita on February 8th, 2021 0 likes 152 plays 0 Course Code INFR08010 Licence Type All rights reserved The University of Edinburgh Language English
12:19 13.a 13.a	13.a The first video on the first Inf2d lecture on Resolution. inf2d reasoning and agents resolution artificial intelligence rule clause inference literals clauses algorithm honey unifier theta result ground factoring alpha substitution disjunction sentence From Claudia-Elena Chirita on February 8th, 2021 0 likes 208 plays 0 Course Code INFR08010 Licence Type All rights reserved The University of Edinburgh Language English
09:47 12.c 12.c	12.c The third video of the Inf2d lecture on Inference in First-Order Logic. inf2d reasoning and agents artificial intelligence inference first-order logic backward chaining algorithm base knowledge query substitution goal depth variables function antecedent conjuncts rule unifies conclusion resolution programming fact j. acre substitutions From Claudia-Elena Chirita on February 3rd, 2021 0 likes 166 plays 0 Course Code INFR08010 Licence Type All rights reserved The University of Edinburgh Language English
12:12 12.a 12.a	12.a The first video of the Inf2d lecture on Inference in First-Order Logic. inf2d reasoning and agents artificial intelligence inference modus ponens sentence sentences rule modus honey conjunction result treat acre instantiation fact p1 pi q. food n. x. knowledge theta From Claudia-Elena Chirita on February 3rd, 2021 0 likes 197 plays 0 Course Code INFR08010 Licence Type All rights reserved The University of Edinburgh Language English

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