Difference between revisions of "User:Dkulkarn"
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# [[Gibbs_sampling | Gibbs Sampling]] | # [[Gibbs_sampling | Gibbs Sampling]] | ||
# [[Sutton_McCullum_ICML_2007:_Piecewise_pseudolikelihood_for_efficient_CRF_training]] | # [[Sutton_McCullum_ICML_2007:_Piecewise_pseudolikelihood_for_efficient_CRF_training]] | ||
| + | |||
| + | October writeups | ||
# [[Elworthy, 1994 Does Baum-Welch re-estimation help taggers]] | # [[Elworthy, 1994 Does Baum-Welch re-estimation help taggers]] | ||
# [[Bayesian grammar induction for language modeling, Chen 1995]] | # [[Bayesian grammar induction for language modeling, Chen 1995]] | ||
| + | |||
| + | November writeups | ||
| + | # [[Kernel Dependency Estimation, Weston, Chapelle, Elisseeff, Schoelkopf, and Vapnik, 2003]] | ||
| + | # [[Kernel Conditional Random Fields: Representation and Clique Selection, Lafferty, Zhu, and Liu, 2004]] | ||
Latest revision as of 02:06, 1 December 2011
Contents
Introduction
Name
Dhananjay Kulkarni
Who I am and Why am I here
I'm a second year student in VLIS.
I'm here for the machine learning and statistical techniques used for language tasks. Interested in Bayesian techniques.
Super Skills
Give me a language, and a task; I'll code.
Mathematics, especially algebra is my favorite pass time.
Project
Learning Indian Classical Music Using Sequential Models
Wiki writeups
- Generalized Iterative Scaling for Log linear models
- Dietterich 2008, Gradient tree boosting for Conditional Random Fields
- Gibbs Sampling
- Sutton_McCullum_ICML_2007:_Piecewise_pseudolikelihood_for_efficient_CRF_training
October writeups
- Elworthy, 1994 Does Baum-Welch re-estimation help taggers
- Bayesian grammar induction for language modeling, Chen 1995
November writeups
