Introduction to Lafi 22 Probabilistic And Differentiable Programming In Scientific Simulators

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Lafi 22 Probabilistic And Differentiable Programming In Scientific Simulators Comprehensive Overview

Talk from HSF/IRIS-HEP Analysis Ecosystem 2 Workshop (https://indico.cern.ch/event/1125222/). Title:[ Abstract from Speaker: In this talk I will focus on the possibilities that arise from recent advances in the area of deep learning for ...

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Summary & Highlights for Lafi 22 Probabilistic And Differentiable Programming In Scientific Simulators

  • ... interesting thing with Julia is that Julia has a pervasive language-wide system for
  • Chris Rackauckas, MIT (https://chrisrackauckas.com/) Details: ...
  • Title:[
  • Deep learning has led to encouraging successes in many challenging tasks. However, a deep neural model lacks interpretability ...
  • This tutorial will cover how to optimise various aspects of analyses -- such as cuts, binning, and learned observables like neural ...

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