Theses most similar to Efficient algorithms for learning mixture models (Huang, Qingqin; 2016) read it

Techniques for computing with low-independence randomness

Rompel, John Taylor (1990)

  • Advisor: Frank Thomson Leighton
  • Department of Electrical Engineering and Computer Science
Read it

Applications of empirical processes in learning theory : algorithmic stability and generalization bounds

Rakhlin, Alexander (2006)

  • Advisor: Tomaso Poggio
  • Department of Brain and Cognitive Sciences
Read it

Sampling-based algorithms for dimension reduction

Deshpande, Amit Jayant (2007)

  • Advisors: Daniel A. Spielman; Santosh Vempala
  • Department of Mathematics
Read it

Testing and learning Boolean functions

Matulef, Kevin Michael (2009)

  • Advisor: Ronitt Rubinfeld
  • Department of Mathematics
Read it

Testing k-wise independent distributions

Xie, Nin (2012)

  • Advisor: Ronitt Rubinfeld
  • Department of Electrical Engineering and Computer Science
Read it

Learning with kernel machine architectures

Evgeniou, Theodoros K. (Theodoros Kostantinos), 1974- (2000)

  • Advisor: Tomaso Poggio
  • Department of Electrical Engineering and Computer Science
Read it

Testing shape restriction properties of probability distributions in a unified way

Gouleakis, Themistoklis (2015)

  • Advisor: Ronitt Rubinfeld
  • Department of Electrical Engineering and Computer Science
Read it

Learning and testing junta distributions over hypercubes

Aliakbarpour, Maryam (2015)

  • Advisor: Ronitt Rubinfeld
  • Department of Electrical Engineering and Computer Science
Read it

CRAFT : ClusteR-specific Assorted Feature selecTion

Garg, Vikas, S.M. (Vikas Kamur) (2016)

  • Advisors: Cynthia Rudin; Jaakkola, Tommi S. (Tommi Sakari)
  • Department of Electrical Engineering and Computer Science
Read it

On the equivalence of sparse statistical problems

Park, Sung Min (2016)

  • Advisor: Guy Bresler
  • Department of Electrical Engineering and Computer Science
Read it