Learning Mixtures of Linear Regressions in Subexponential Time via Fourier Moments

Learning Mixtures of Linear Regressions in Subexponential Time via Fourier Moments

Association for Computing Machinery (ACM) via YouTube Direct link

MIXTURE-OF-EXPERTS

3 of 12

3 of 12

MIXTURE-OF-EXPERTS

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Classroom Contents

Learning Mixtures of Linear Regressions in Subexponential Time via Fourier Moments

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  1. 1 SOLVING MANY LINEAR SYSTEMS
  2. 2 SOLVING MANY GAUSSIAN LINEAR SYSTEMS
  3. 3 MIXTURE-OF-EXPERTS
  4. 4 MIXTURE MODELS
  5. 5 PREVIOUS RESULTS
  6. 6 A BARRIER AT exp(k)?
  7. 7 OUR RESULTS
  8. 8 LEARNING ONE COMPONENT
  9. 9 MIN VARIANCE OF A GAUSSIAN MIXTURE
  10. 10 WHERE DOES exp(VR) COME FROM?
  11. 11 LEARNING ALL COMPONENTS
  12. 12 OPEN QUESTIONS

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