000 01114nam a22002897a 4500
003 OSt
005 20230624164038.0
008 210611b ||||| |||| 00| 0 eng d
040 _cIITB
041 _aeng
080 _a519.26
_bSah
100 _aSahu, Puja
_920126
_eAuthor
245 _aOptimal PAC-Bayesian classifiers and choice of SVM regularization parameter (R)
260 _aMumbai
_bIIT
_c2019
300 _axiii,229 p.
_c30 cm
502 _aThesis
_bPh.D.
_cIndian Institute of Technology Bombay. Department of Industrial Engineering and Operations Research
_d2019
650 0 _921
_aTheses and Dissertations
650 0 _aCalculus
_91251
650 0 _918706
_aBayesian statistical decision theory
650 0 _aHigh probability bounds
_920128
650 0 _aSupport vector machines
_920129
650 0 _aBoltzmann distribution
_920130
650 0 _aNon-convex constrained optimization problems
_920131
700 _aHemachandra, N.
_eSupervisor
_913601
710 _aIndian Institute of Technology Bombay.
_bDepartment of Industrial Engineering and Operations Research
_912237
942 _2udc
_cTD
999 _c277502
_d277502