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13:15 XAI Lecture Recording - SHAP (Part 1) XAI Lecture Recording - SHAP (Part 1)	XAI Lecture Recording - SHAP (Part 1) This lecture will provide an overview of one of the most popular XAI techniques - SHAP. xai explainable machine learning machine learning shap model feature values shapley features prediction impact instance game dash linear theory absence presence shop explanation vector output contribution From Auste Simkute on June 30th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created June 30th, 2021
28:19 Out-of-equilibrium internal forces in Brownian… Out-of-equilibrium internal forces in Brownian systems - Daniel de la Heras	Out-of-equilibrium internal forces in Brownian systems - Daniel de la Heras New directions in classical density functional theory online workshop 3 - 6 May 2021 Daniel de las Heras (University of Bayreuth) Out-of-equilibrium internal forces in Brownian systems 6 May 2021 To… mathematics force density flow forces field profile velocity equilibrium equation direction particles contribution dynamics method structure differentiation contributions theory computer modulation From GILLIAN KERR on May 6th, 2021 0 likes 26 plays 0 Licence Type All rights reserved Language english Date Created May 6th, 2021
28:50 Beyond the mean-field approximation for pair… Beyond the mean-field approximation for pair correlations in classical density functional theory: SAFT-VR Mie DFT - Thomas Bernet	Beyond the mean-field approximation for pair correlations in classical density functional theory: SAFT-VR Mie DFT - Thomas Bernet New directions in classical density functional theory online workshop 3 - 6 May 2021 Thomas Bernet (Imperial College London) Beyond the mean-field approximation for pair correlations in classical… mathematics approximation potential density dft function temperature energy equation reference formulation range sigma framework point approximations treatment absorption simulation contribution sphere From GILLIAN KERR on May 5th, 2021 0 likes 8 plays 0 Licence Type All rights reserved Language english Date Created May 5th, 2021
21:04 Correlation functions in concentrated… Correlation functions in concentrated electrolytes from combined density functional and statistical field theories - Alina Ciach	Correlation functions in concentrated electrolytes from combined density functional and statistical field theories - Alina Ciach New directions in classical density functional theory online workshop 3 - 6 May 2021 Alina Ciach (Instytut Chemii Fizycznej PAN, Warszawa) Correlation functions in concentrated electrolytes from… mathematics function charge correlation density length fluctuations energy ions fluctuation contribution decay equation variance potential electrolytes charges account form theory functions From GILLIAN KERR on May 3rd, 2021 0 likes 17 plays 0 Licence Type All rights reserved Language english Date Created May 3rd, 2021
19:11 REF2020: Vato Kartvelishvili- Attempting gluon… REF2020: Vato Kartvelishvili- Attempting gluon TMD studies with Jpsi+gamma final state	REF2020: Vato Kartvelishvili- Attempting gluon TMD studies with Jpsi+gamma final state REF2020: Vato Kartvelishvili- Attempting gluon TMD studies with Jpsi+gamma final state higgs centre ref2020 phi cosine mass cuts photons distribution photon term contribution gsi momentum range muon modulation f1 dependence distributions thing acceptance formula From Lyndsey Ballantyne on December 18th, 2020 0 likes 1 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 11th, 2020
15:29 REF2020: Andrei Prokhorov- Revisiting the… REF2020: Andrei Prokhorov- Revisiting the production of Jpsi pairs at the LHC	REF2020: Andrei Prokhorov- Revisiting the production of Jpsi pairs at the LHC REF2020: Andrei Prokhorov- Revisiting the production of Jpsi pairs at the LHC higgs centre ref2020 fragmentation contribution production cross contributions pair glue atlas psi processes side colour matrix fusion calculations function analysis sections gps evolution From Lyndsey Ballantyne on December 18th, 2020 0 likes 1 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 11th, 2020
16:15 REF2020: Nizami Abdulov- Bottomonia production… REF2020: Nizami Abdulov- Bottomonia production and polarization in the NRQCD with kT-factorization	REF2020: Nizami Abdulov- Bottomonia production and polarization in the NRQCD with kT-factorization REF2020: Nizami Abdulov- Bottomonia production and polarization in the NRQCD with kT-factorization higgs centre ref2020 values epsilon position model production polarisation enemies kb distribution contribution combination linear transition energy cms approach problem lambda agreement gluons From Lyndsey Ballantyne on December 18th, 2020 0 likes 4 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 11th, 2020
$Thumbnail for entry REF2020: Anton Karpishkov- Estimates for the single-spin asymmetries in $p^{uparrow}p to Jpsi X$ process at PHENIX RHIC and SPD NICA$ 22:28 REF2020: Anton Karpishkov- Estimates for the… REF2020: Anton Karpishkov- Estimates for the single-spin asymmetries in $p^{uparrow}p to Jpsi X$ process at PHENIX RHIC and SPD NICA	REF2020: Anton Karpishkov- Estimates for the single-spin asymmetries in $p^{uparrow}p to Jpsi X$ process at PHENIX RHIC and SPD NICA REF2020: Anton Karpishkov- Estimates for the single-spin asymmetries in $p^{uparrow}p to Jpsi X$ process at PHENIX RHIC and SPD NICA higgs centre re2020 model predictions gpm function production prediction contribution button question panel models cross modal parameterizations operation region asymmetries asymmetry rpc contributions From Lyndsey Ballantyne on December 18th, 2020 0 likes 1 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 10th, 2020
18:17 REF2020: Daniel Adamiak- Small-x Helicity… REF2020: Daniel Adamiak- Small-x Helicity Phenomenology	REF2020: Daniel Adamiak- Small-x Helicity Phenomenology REF2020: Daniel Adamiak- Small-x Helicity Phenomenology higgs centre ref2020 theory proton distribution quarks spin amplitude parameters helicity pdfs distributions momentum minus band uncertainties functions contribution bands electron x. function From Lyndsey Ballantyne on December 18th, 2020 0 likes 2 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 9th, 2020
21:25 REF2020: Luciano Pappalardo- Azimuthal single-… REF2020: Luciano Pappalardo- Azimuthal single- and double-spin asymmetries in semi-inclusive deep-inelastic lepton scattering at HERMES	REF2020: Luciano Pappalardo- Azimuthal single- and double-spin asymmetries in semi-inclusive deep-inelastic lepton scattering at HERMES REF2020: Luciano Pappalardo- Azimuthal single- and double-spin asymmetries in semi-inclusive deep-inelastic lepton scattering at HERMES higgs centre ref2020 region amplitude contribution proton asymmetry pi function minus fragmentation pi_plus target production term cross semi asymmetries difference vector spin instance From Lyndsey Ballantyne on December 18th, 2020 0 likes 1 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 9th, 2020
23:15 REF2020: Alina Czajka- Full next-to-eikonal quark… REF2020: Alina Czajka- Full next-to-eikonal quark propagator in the CGC and applications	REF2020: Alina Czajka- Full next-to-eikonal quark propagator in the CGC and applications REF2020: Alina Czajka- Full next-to-eikonal quark propagator in the CGC and applications higgs centre ref2020 propagator icon background corrections helicity target cork field result correction quark symmetries cross perp scattering amplitude structure contribution minus motion From Lyndsey Ballantyne on December 15th, 2020 0 likes 2 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 10th, 2020
22:31 REF2020: Sara Taherimonfared- Transverse Momentum… REF2020: Sara Taherimonfared- Transverse Momentum dependent parton distribution functions	REF2020: Sara Taherimonfared- Transverse Momentum dependent parton distribution functions REF2020: Sara Taherimonfared- Transverse Momentum dependent parton distribution functions photon flavour evolution momentum tmd mass distribution density method region process labour tmds calculation spectrum contribution scale dependence bar form ref2020 higgs centre From Lyndsey Ballantyne on December 15th, 2020 0 likes 3 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 8th, 2020
37:41 REF2020: Jonathan Gaunt- Factorisation in Colour… REF2020: Jonathan Gaunt- Factorisation in Colour Singlet Production	REF2020: Jonathan Gaunt- Factorisation in Colour Singlet Production REF2020: Jonathan Gaunt- Factorisation in Colour Singlet Production higgs centre ref2020 glauber factorization momentum collinear kind region css exchange diagram minus piece fact contribution cancellation thing cuts cross point diagrams scale From Lyndsey Ballantyne on December 11th, 2020 0 likes 6 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 10th, 2020
37:53 REF2020: Jianwei Qiu- Factorization, evolution… REF2020: Jianwei Qiu- Factorization, evolution and resummation for heavy quarkonium production	REF2020: Jianwei Qiu- Factorization, evolution and resummation for heavy quarkonium production REF2020: Jianwei Qiu- Factorization, evolution and resummation for heavy quarkonium production higgs centre ref2020 power pair factorization pt cross mass production theory fact evolution calculation term formula contribution scale momentum diagram hop predation distribution From Lyndsey Ballantyne on December 11th, 2020 0 likes 18 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created December 7th, 2020
57:19 Higgs Hour with Vera Guelpers 'Lattice… Higgs Hour with Vera Guelpers 'Lattice calculations for high-precision tests of the Standard Model of Particle Physics'	Higgs Hour with Vera Guelpers 'Lattice calculations for high-precision tests of the Standard Model of Particle Physics' Speaker: Vera Gülpers (University of Edinburgh)Abstract:The LHC has not yet found any significant deviation from the Standard Model at large energies and thus, indirect high-precision searches… higgs centre model lattice physics calculation decay diagrams matrix particle photon contributions bit interaction diagram calculations moment qcd corrections energy contribution factor From Ines Foidl on December 4th, 2020 0 likes 11 plays 0 Licence Type All rights reserved Date Created December 4th, 2020
11:13 ML7: Logistic Classification ML7: Logistic Classification	ML7: Logistic Classification Here, we introduce a logistic classifier and cover how it differs from a linear classifier. Then, we show how its parameters can be learnt by minimising the cross-entropy loss. Finally, we visualise… classifier loss class function probability points point parameters label outputs i. training linear boundary decision side contribution times minus thing From Elliot Crowley on November 6th, 2020 0 likes 10 plays 0

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