Daniel Keren (Danny Keren)

Pictures! Pictures!     Me       My energetic dogs       Long, long ago ("tiyul shnati")      Long, long ago (in the 'hood, Beit-Ramet)

Data Streams Course

Address:
Department of Computer Science
Haifa University
Haifa 31905 Israel
Office:   (972) 4-824-9730,    Fax:     (972) 4-824-9331
E-mail:  dkeren (AT SIGN HERE) cs.haifa.ac.il

Recent Publications: IS 2018,   KDD 2017,   DEBS 2017,   IPDPS 2017,   KDD 2016, 
PAMI 2016,  VLDB 2015,  KDD 2015,  ICML 2015

Main areas of interest

  • Analyzing and monitoring large data streams, especially in a distributed setting.
    Since 2004, I am extensively cooperating with Assaf Schuster's group on these topics.

  • Data classification, learning over big data, Bayesian analysis, and regularization.
    Main collaborators on these topics: my former Ph.D student: Rita Osadchy
    and my Ph.D advisor Michael Werman.

    • All Publications

    And a little physics (in which I have a passionate but amateurish interest)

  • My slides on quantum mechanics (pdf, 276 pages), comments welcome.
  • A paper on applying path integral methods for probabilistic analysis
        of pattern matching.
  • A paper in "Journal of Physics A" on the uncertainty in regularized solutions.
  • A paper on approximating the harmonic oscillator path integral.

    Courses
  • Calculus I ("hedva aleph")
  • Image processing course
  • Data Streams Course