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https://github.com/williamjameshandley/talks

Academic talks given by Will Handley
https://github.com/williamjameshandley/talks

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Academic talks given by Will Handley

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# Will Handley's academic talks

## Academic talks
1. PolySwyft: a sequential simulation-based nested sampler
- talk given at [Global 21cm workshop 2024](https://sites.google.com/view/global-21-cm-workshop)
- [PDF](https://github.com/williamjameshandley/talks/raw/india_2024/will_handley_india_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/india_2024)
- _Jul 2024_
2. lsbi: linear simulation based inference
- Talsk given at [PhyStat: Statistics meets ML](https://indico.cern.ch/event/1407421/overview)
- [PDF](https://github.com/williamjameshandley/talks/raw/imperial_2024/will_handley_imperial_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/imperial_2024)
- _Sep 2024_
3. Nested sampling: powering next-generation inference and machine learning tools for astrophysics, cosmology, particle physics and beyond
- Colloquium given at [University of Sydney](https://sifa.sydney.edu.au/)
- [PDF](https://github.com/williamjameshandley/talks/raw/sydney_2024/will_handley_sydney_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/sydney_2024)
- [video](https://uni-sydney.zoom.us/rec/share/FNwIQwjswSIU5sLwrGY3thH_ZGPPmuNMzOlLsejj3fBF-cYDR6oUiNLHmYDahEfI.DRPVZ5j-v_bgiGzM)
- _Aug 2024_
4. Sampling methods for high energy physics & particle astrophysics
- Invited talk given at [XVIth Quark Confinement and the Hadron Spectrum](https://indico.cern.ch/event/1293041/overview)
- [PDF](https://github.com/williamjameshandley/talks/raw/cairns_2024/will_handley_cairns_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/cairns_2024)
- _Aug 2024_
5. Nested sampling: powering next-generation inference and machine learning tools for astrophysics, cosmology, particle physics and beyond
- Colloquium given at [University of Queensland](https://www.uq.edu.au/)
- [PDF](https://github.com/williamjameshandley/talks/raw/queensland_2024/will_handley_queensland_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/queensland_2024)
- _Aug 2024_
6. Nested sampling: powering next-generation inference and machine learning tools for astrophysics, cosmology, particle physics and beyond
- Talk given at [Aachen RWTH](https://www.physik.rwth-aachen.de/cms/~mya/physik/?lidx=1)
- [PDF](https://github.com/williamjameshandley/talks/raw/aachen_2024/will_handley_aachen_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/aachen_2024)
- _Jul 2024_
7. PolySwyft: a sequential simulation-based nested sampler
- talk given at [CosmoVerse 2024](https://indico.oa.uj.edu.pl/event/3/timetable/#all.detailed)
- [PDF](https://github.com/williamjameshandley/talks/raw/cosmoverse_2024/will_handley_cosmoverse_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/cosmoverse_2024)
- _Jul 2024_
8. The scaling frontier of nested sampling
- talk given at [MaxEnt 2024](https://maxent2024.ugent.be/)
- [PDF](https://github.com/williamjameshandley/talks/raw/maxent_2024/will_handley_maxent_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/maxent_2024)
- _Jul 2024_
9. Resonant or asymmetric: The status of sub-GeV dark matter
- talk given at [Dark Matter in Astrophysical Laboratories](https://www.kicc.cam.ac.uk/events/kavli-science-themed-meetings/dark-matter-astrophysical-laboratories) KICC workshop
- [PDF](https://github.com/williamjameshandley/talks/raw/kicc_2024/will_handley_kicc_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/kicc_2024)
- _Jun 2024_
10. Next generation astrophysical inference across the interdisciplinary frontier
- remote job talk given to UCL
- [PDF](https://github.com/williamjameshandley/talks/raw/ucl_2024/will_handley_ucl_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/ucl_2024)
- _May 2024_
11. PolySwyft: a sequential simulation-based nested sampler
- Talk given at [PhyStat 2024](https://indico.cern.ch/event/1355601/timetable/#20240516)
- [PDF](https://github.com/williamjameshandley/talks/raw/phystat_2024/will_handley_phystat_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/phystat_2024)
- _May 2024_
12. Next generation astrophysical inference across the interdisciplinary frontier
- Job Talk given at the Institute of Astronomy, Cambridge
- [PDF](https://github.com/williamjameshandley/talks/raw/ioa_2024/will_handley_ioa_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/ioa_2024)
- _April 2024_
13. Nested sampling: powering next-generation inference and machine learning tools for astrophysics, cosmology, particle physics and beyond
- Talk given to [Gatsby computational neuroscience unit](https://www.ucl.ac.uk/gatsby/gatsby-computational-neuroscience-unit)
- [PDF](https://github.com/williamjameshandley/talks/raw/gatsby_2024/will_handley_gatsby_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/gatsby_2024)
- _March 2024_
14. Sampling techniques in high-dimensional parameter spaces with ScannerBit 2.0
- Talk given to [Munich ORIGINS cluster](https://www.origins-cluster.de/)
- [PDF](https://github.com/williamjameshandley/talks/raw/munich_2024/will_handley_munich_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/munich_2024)
- _Feb 2024_
15. Next-generation inference tools for cosmology and beyond
- Talk given at Oxford cosmology seminar
- [PDF](https://github.com/williamjameshandley/talks/raw/oxford_2024/will_handley_oxford_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/oxford_2024)
- _Jan 2024_
16. Simulation Based Inference: theory, sampling & model comparison
- Talk given at RAS SBI workshop
- [PDF](https://github.com/williamjameshandley/talks/raw/ras_sbi_2024/will_handley_ras_sbi_2024.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/ras_sbi_2024)
- _Jan 2024_
17. Nested sampling: powering next-generation inference and machine learning tools for astrophysics, cosmology, particle physics and beyond
- Plenary talk at [Advanced statistical tools](https://www.fisica.unam.mx/workshops/advanced_statistical_tools), UNAM, Mexico
- [PDF](https://github.com/williamjameshandley/talks/raw/unam_2023/will_handley_unam_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/unam_2023)
- _Dec 2023_
18. unimpeded: Universal model comparison and parameter estimation distributed over every dataset
- [OKC@15](https://indico.fysik.su.se/event/8274/), Stockholm, Sweden
- [PDF](https://github.com/williamjameshandley/talks/raw/stockholm_2023/will_handley_stockholm_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/stockholm_2023)
- _Oct 2023_
19. Cosmological inference tools: marginal statistics and fully Bayesian forecasts.
- [LCDM](https://londoncosmology.net/lcdm/), London, UK
- [PDF](https://github.com/williamjameshandley/talks/raw/lcdm_2023/will_handley_lcdm_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/lcdm_2023)
- _Oct 2023_
20. Nested sampling: powering next-generation inference and machine learning tools for astrophysics, cosmology, particle physics and beyond
- Manchester, UK
- [PDF](https://github.com/williamjameshandley/talks/raw/manchester_2023/will_handley_manchester_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/manchester_2023)
- _Oct 2023_
21. Nested sampling tools
- [REACH AGM](https://www.um.edu.mt/events/reachworkshop2023), Malta
- [PDF](https://github.com/williamjameshandley/talks/raw/reach_2023/will_handley_reach_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/reach_2023)
- _Sep 2023_
22. Nested sampling: powering next-generation inference and machine learning tools for astrophysics, cosmology, particle physics and beyond
- UCL, UK
- [PDF](https://github.com/williamjameshandley/talks/raw/ucl_2023/will_handley_ucl_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/ucl_2023)
- _Sep 2023_
23. Nested sampling: powering next-generation inference and machine learning tools for cosmology, particle physics and beyond
- King's college, London, UK
- [PDF](https://github.com/williamjameshandley/talks/raw/kcl_2023/will_handley_kcl_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/kcl_2023)
- _Aug 2023_
24. The scaling frontier of nested sampling: Summary talk
- Conference summary talk Frontiers of nested sampling [NS2023](https://www.ipp.mpg.de/maxent2023)
- [PDF](https://github.com/williamjameshandley/talks/raw/maxent_2023/will_handley_maxent_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/maxent_2023)
- _Jul 2023_
25. Gradients and nested sampling: The present state of the art
- Invited talk at [MIAPbP](https://www.munich-iapbp.de/probabilistic-programming/)
- [PDF](https://github.com/williamjameshandley/talks/raw/miapbp_2023/will_handley_miapbp_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/miapbp_2023)
- _Jun 2023_
26. Nested Sampling: A multi-purpose numerical tool for science and machine learning
- Invited seminar at ETH Zurich
- [PDF](https://github.com/williamjameshandley/talks/raw/zurich_2023/will_handley_zurich_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/zurich_2023)
- _Mar 2023_
27. High dimensional nested sampling
- [Simulation based inference with swyft](https://indico.nikhef.nl/event/4025/)
- [PDF](https://github.com/williamjameshandley/talks/raw/amsterdam_lfi_2023/will_handley_amsterdam_lfi_2023.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/amsterdam_lfi_2023)
- _Jan 2023_
28. Nested sampling: powering the next-generation of Bayesian inference tools for cosmology, particle physics and beyond
- Job talk given at Cavendish laboratory, Cambridge
- [PDF](https://github.com/williamjameshandley/talks/raw/cavendish_2022/will_handley_cavendish_2022.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/cavendish_2022)
- _Dec 2022_
29. Theory, observation & cosmological inference
- KICC xmas get-together
- [PDF](https://github.com/williamjameshandley/talks/raw/KICC_xmas_2022/will_handley_KICC_xmas_2022.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/KICC_xmas_2022)
- _Dec 2022_
30. Next generation cosmological analysis with nested sampling
- [KICC symposium](https://www.kicc.cam.ac.uk/events/kavli-science-themed-meetings/2022-mini-symposium)
- [PDF](https://github.com/williamjameshandley/talks/raw/KICC_2022/will_handley_KICC_2022.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/KICC_2022)
- _Sep 2022_
31. Next generation cosmological analysis with nested sampling
- [Corfu2022](http://physics.ntua.gr/corfu2022/co.html)
- [PDF](https://github.com/williamjameshandley/talks/raw/corfu_2022/will_handley_corfu_2022.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/corfu_2022)
- _Sep 2022_
32. Nested Sampling: An efficient and robust Bayesian inference tool for particle physics and cosmology
- [TRIUMF](https://www.triumf.ca/)
- [PDF](https://github.com/williamjameshandley/talks/raw/triumf_2022/will_handley_triumf_2022.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/triumf_2022)
- _Jul 2022_
33. Frontiers of nested sampling
- [MaxEnt](https://maxent22.see.asso.fr/)
- [PDF](https://github.com/williamjameshandley/talks/raw/paris_maxent_2022/will_handley_paris_maxent_2022.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/paris_maxent_2022)
- _Jul 2022_
34. Nested Sampling and Likelihood Free Inference
- [Likelihood-free in Paris](https://indico.in2p3.fr/event/25496/)
- [PDF](https://github.com/williamjameshandley/talks/raw/paris_lfi_2022/will_handley_paris_lfi_2022.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/paris_lfi_2022)
- _Apr 2022_
35. Statistical methods in cosmology
- [REACH all hands](https://www.kicc.cam.ac.uk/events/kavli-science-themed-meetings/observational-and-theoretical-21-cm-cosmology)
- [PDF](https://github.com/williamjameshandley/talks/raw/reach_2022/will_handley_reach_2022.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/reach_2022)
- _Apr 2022_
36. Review on Statistical Tools and Samplers
- [TOOLS 2021](https://indico.cern.ch/event/1076291/)
- [PDF](https://github.com/williamjameshandley/talks/raw/tools_2021/will_handley_tools_2021.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/tools_2021)
- _Nov 2021_
37. Bayesian methods for quantifying global parameter tensions between cosmological datasets
- [Tehran meeting on cosmology at the crossroads](http://physics.sbu.ac.ir/conferences/tmcc2021/)
- [PDF](https://github.com/williamjameshandley/talks/raw/tehran_2021/will_handley_tehran_2021.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/tehran_2021)
- _Feb 2021_
38. Nested sampling: An efficient and robust Bayesian inference tool for 21cm cosmology
- [3rd global 21cm workshop](https://sites.google.com/view/third21cmglobalworkshop/)
- [PDF](https://github.com/williamjameshandley/talks/raw/21cm_2020_workshop_cambridge/will_handley_21cm_2020_workshop_cambridge.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/21cm_2020_workshop_cambridge)
- [video](https://www.youtube.com/watch?v=kr8HFuwJtgE&list=PLLaJFV9PU1_mF9-lLZlJGyFYyMfb27_Zo&index=1)
- _Oct 2020_
39. Nested Sampling: An efficient and robust Bayesian inference tool for physics and machine learning
- University of Adelaide Colloquium, Australia
- [PDF](https://github.com/williamjameshandley/talks/raw/adelaide_2020/will_handley_adelaide_2020.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/adelaide_2020)
- _Feb 2020_
40. Nested Sampling: An efficient and robust Bayesian inference tool for astrophysics and cosmology
- University of Oxford Seminar, UK
- [PDF](https://github.com/williamjameshandley/talks/raw/oxford_2020/will_handley_oxford_2020.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/oxford_2020)
- _Jan 2020_
41. Quantised primordial power spectra
- [30th Texas Symposium on Relativistic Astrophysics](https://texas2019.org/), Portsmouth UK
- [PDF](https://github.com/williamjameshandley/talks/raw/texas_2019/will_handley_texas_2019.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/texas_2019)
- _Dec 2019_
42. Nested Sampling: an efficient and robust Bayesian inference tool for Machine Learning and Data Science
- University of Cambridge CDT Seminar, UK
- [PDF](https://github.com/williamjameshandley/talks/raw/cambridge_cdt_2019/will_handley_cambridge_cdt_2019.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/cambridge_cdt_2019)
- _Nov 2019_
43. Curvature tension: Evidence for a closed universe (?)
- University of Portsmouth seminar, UK
- [PDF](https://github.com/williamjameshandley/talks/raw/portsmouth_2019/will_handley_portsmouth_2019.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/portsmouth_2019)
- _Aug 2019_
44. Quantifying cosmological tensions
- University College London seminar, UK
- [PDF](https://github.com/williamjameshandley/talks/raw/ucl_2019/will_handley_ucl_2019.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/ucl_2019)
- _Jul 2019_
45. Likelihood free inference
- [GAMBIT X](https://indico.cern.ch/event/796828/) in Aschaffenburg, Germany
- [PDF](https://github.com/williamjameshandley/talks/raw/gambit_x_2019/will_handley_gambit_x_2019.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/gambit_x_2019)
- _Jun 2019_
46. Compromise-free Bayesian sparse reconstruction
- [Likelihood-Free Inference Workshop](https://lfitaskforce.github.io/FlatironMeeting/) at the Flatiron institute, New York
- [PDF](https://github.com/williamjameshandley/talks/raw/flatiron_2019/will_handley_flatiron_2019.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/flatiron_2019)
- _Mar 2019_
47. Inflation, curvature and kinetic dominance
- [Future work with Planck data](https://www.cosmos.esa.int/web/fwpd) meeting in ESAC spain
- [PDF](https://github.com/williamjameshandley/talks/raw/esac_2018/will_handley_esac_2018.pdf)
- [source](https://github.com/williamjameshandley/talks/tree/esac_2018)
- _Dec 2018_
48. BAMBI: Resurrection -- Blind Accelerated Multimodal Bayesian Inference
- [DarkMachines](https://darkmachines.org/) community online
- [following up to nested sampling talk below](https://github.com/williamjameshandley/talks/tree/darkmachines_ns_2018)
- [source](https://github.com/williamjameshandley/talks/tree/darkmachines_bambi_2018)
- [python module](https://github.com/DarkMachines/pyBAMBI)
- [PDF](https://github.com/williamjameshandley/talks/raw/darkmachines_ns_2018/will_handley_darkmachines_bambi_2018.pdf)]
- _Nov 2018_
49. Nested Sampling: an efficient and robust Bayesian inference tool for cosmology and particle physics
- [DarkMachines](https://darkmachines.org/) community online
- [PDF](https://github.com/williamjameshandley/talks/raw/darkmachines_ns_2018/will_handley_darkmachines_ns_2018.pdf)]
- [source](https://github.com/williamjameshandley/talks/tree/darkmachines_ns_2018)
- _Nov 2018_
50. Bayesian inference: The state of the art in cosmology and astrophysics
- Cambridge at the Third Asterics-Obelics workshop
- [PDF](https://github.com/williamjameshandley/talks/raw/asterics_2018/will_handley_asterics_2018.pdf)
- [[PDF](https://github.com/williamjameshandley/talks/raw/asterics_2018/will_handley_asterics_2018.pdf)]
- [source](https://github.com/williamjameshandley/talks/tree/asterics_2018)
- Oct 2018
51. Planck, inflation and the future of inflationary constraints
- [Consistency of cosmological datasets conference](https://www.kicc.cam.ac.uk/events/copy_of_past-events/consistency-of-cosmological-datasets-evidence-for-new-physics-1/consistency-of-cosmological-datasets-evidence-for-new-physics) -
- [source](https://github.com/williamjameshandley/talks/tree/consistency_2018)
- [PDF](https://github.com/williamjameshandley/talks/raw/consistency_2018/will_handley_consistency_2018.pdf)
- May 2018
52. MaxEnt priors with derived parameters in a specified distribution
- Battcock coffee-time mini-seminar, Cambridge
- [source](https://github.com/williamjameshandley/talks/tree/maxent_2018)
- [PDF](https://github.com/williamjameshandley/talks/raw/maxent_2018/will_handley_maxent_2018.pdf)
- May 2018
53. Nested Sampling: an efficient and robust Bayesian inference tool for astrophysics and cosmology
- Imperial college seminar, London
- [source](https://github.com/williamjameshandley/talks/tree/icic_2018)
- [PDF](https://github.com/williamjameshandley/talks/raw/icic_2018/will_handley_icic_2018.pdf)
- May 2018
54. Introduction to Statistics
- [CosmoTools18 workshop](https://indico.cern.ch/event/688110/timetable/?print=1&view=standard) in Aachen, Germany.
- [source](https://github.com/williamjameshandley/talks/tree/cosmotools_2018)
- [PDF](https://github.com/williamjameshandley/talks/raw/cosmotools_2018/will_handley_cosmotools_2018.pdf)
- April 2018
55. Modern Bayesian Inference
- Seminar at Aachen RWTH
- [source](https://github.com/williamjameshandley/talks/tree/aachen_2017)
- [PDF](https://github.com/williamjameshandley/talks/raw/aachen_2017/will_handley_aachen_2017.pdf)
- April 2017
56. Statistics
- [The IFT School on Cosmology Tools 2017](https://workshops.ift.uam-csic.es/cosmotools2017) in IFT, Madrid
- [source](https://github.com/williamjameshandley/talks/tree/madrid_2017)
- [PDF](https://github.com/williamjameshandley/talks/raw/madrid_2017/will_handley_madrid_2017.pdf)
- March 2017
57. PolyChord 2.0: Advances in Nested Sampling with astrophysical applications
- Seminar at Center for Computational Astrophysics (CCA) Flatiron Institute, New York City, US
- [source](https://github.com/williamjameshandley/talks/tree/flatiron_2017)
- [PDF](https://github.com/williamjameshandley/talks/raw/flatiron_2017/will_handley_flatiron_2017.pdf)
- Feb 2017
58. PolyChord 2.0 and the future of nested sampling
- September 2016
- Seminar at University College London, UK
- [source](https://github.com/williamjameshandley/talks/tree/ucl_2016)
- [PDF](https://github.com/williamjameshandley/talks/raw/ucl_2016/will_handley_ucl_2016.pdf)
59. PolyChord 2.0 and the future of nested sampling
- May 2016
- Seminar at Sussex University, UK
- [source](https://github.com/williamjameshandley/talks/tree/sussex_2016)
- [PDF](https://github.com/williamjameshandley/talks/raw/sussex_2016/will_handley_sussex_2016.pdf)
60. PolyChord and the future of nested sampling
- Mar 2016
- Invited talk at the [Workshop on Sampling in High Dimensions](https://www.maths.ed.ac.uk/~jgair2/samplingworkshop) in Edinburgh, UK
- [source](https://github.com/williamjameshandley/talks/tree/edinburgh_2016)
- [PDF](https://github.com/williamjameshandley/talks/raw/edinburgh_2016/will_handley_edinburgh_2016.pdf)
61. PolyChord: next generation nested sampling
- Dec 2015
- Seminar at [MPA](https://www.mpa-garching.mpg.de/) Max Planck Institute, Garching, Germany.
- [source](https://github.com/williamjameshandley/talks/tree/garching_2015)
- [PDF](https://github.com/williamjameshandley/talks/raw/garching_2015/will_handley_garching_2015.pdf)