Selected Talks

• Collège de France, Paris, France, 29 Jun 2022—Invited talk at Probabilistic Programming Colloquium: “Probabilistic and Differentiable Programming in Scientific Simulators” [Slides]

• Carnegie Mellon University, Pittsburgh, PA, United States, 24 Feb 2022—Invited talk at NSF AI Planning Institute: “Simulation-based Inference and Inverse Problems in Physical Sciences” [Slides]

• Principles of Programming Languages (POPL 2022), Philadelphia, PA, United States, 24 Jan 2022—Invited talk at International Workshop on Languages for Inference: “Probabilistic and Differentiable Programming in Scientific Simulators”

• Google Brain, Mountain View, CA, United States, 14 Jan 2022—Invited talk: “Probabilistic and Differentiable Programming in Scientific Simulators” [Slides]

• Neural Information Processing Systems (NeurIPS 2021), Vancouver, BC, Canada, 14 Dec 2021—Invited talk at NeurIPS Workshop on Bayesian Deep Learning: “Bayesian Deep Learning for Spacecraft Collision Avoidance” [Slides]

• Stanford Linear Accelerator, Menlo Park, CA, United States, 25 Sep 2020—Invited talk at Stanford Linear Accelerator AI Seminar: “Probabilistic Programming for Inverse Problems in Physical Sciences” [Slides]

• EPFL, Lausanne, Switzerland, 28 Jan 2020—Invited talk at Applied Machine Learning Days: “Probabilistic Inference in Simulators” [Slides]

• SC19 Supercomputing Conference, Denver, CO, United States, 19 Nov 2019—Best Paper Finalist talk at SC19: “Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale” [Slides]

• UCLA, Los Angeles, CA, United States, 15 Oct 2019—Invited talk at Institute for Pure & Applied Mathematics: “Universal Probabilistic Programming in Simulators: etalumis” [Slides & Video]

• Weizmann Institute of Science, Rehovot, Israel, 10 Oct 2019—Invited talk at Hammers & Nails - Machine Learning Meets Astro & Particle Physics: “Probabilistic Programming and Inference in Particle Physics”

• Palo Alto Research Center (PARC), Palo Alto, CA, United States, 17 Jul 2019—Invited talk: “Hypergradient Descent & Universal Probabilistic Programming” [Slides]

• European Space Agency (ESA), Frascati, Italy, 26 Jun 2019—Invited talk at ESA Frontier Development Lab: “Probabilistic Programming and Inference in Science and Astrobiology” [Slides]

• Microsoft Research Cambridge, Cambridge, United Kingdom, 6 Jun 2019—Invited talk: “Hypergradient Descent & Universal Probabilistic Programming” [Slides]

• International Centre for Theoretical Physics, Trieste, Italy, 9 Apr 2019—Invited talk at Advanced Workshop on Accelerating the Search for Dark Matter with Machine Learning: “Probabilistic Programming and Inference in Particle Physics”

• Advanced Computing and Analysis Techniques in Physics Research (ACAT 2019), Saas Fee, Switzerland, 12 Mar 2019—Keynote talk: “Probabilistic Programming and Inference in Particle Physics” [Slides]

• Department of Physics, University of Oxford, Oxford, United Kingdom, 7 Dec 2018—Inaugural Particle Physics and ML Seminar: “Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model” [Slides]

• NERSC, Lawrence Berkeley National Laboratory, Berkeley, CA, United States, 27 Jul 2018—Invited talk at NERSC Data Seminar: “Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model” [Slides]

• Neural Information Processing Systems (NIPS 2017), Long Beach, CA, United States, 9 Dec 2017—Opening talk at NIPS Autodiff Workshop - The Future of Gradient-Based Machine Learning Software and Techniques: “Beyond backprop: Automatic differentiation in machine learning” [Slides]

• Weizmann Institute of Science, Rehovot, Israel, 21 Jul 2017—Invited talk at Hammers & Nails - Machine Learning & High-Energy Physics: “Inference Compilation” [Slides]

• SETI Institute, Mountain View, CA, United States, 10 Jul 2017—Invited talk at NASA Frontier Development Lab: “Probabilistic Programming & Inference Compilation” [Slides]

• Alan Turing Institute, London, United Kingdom, 5 Feb 2016—Invited talk at ATI Probabilistic Programming Workshop: “Automatic Differentiation (or Differentiable Programming)” [Slides]

• Microsoft Research Cambridge, Cambridge, United Kingdom, 1 Feb 2016—Invited talk: “Differentiable Programming” [Slides]