Yaroslav Bulatov - user overview

1

votes

3

answers

1k

views

transferring to new domains

Aug 28 '12 at 00:00 Alexandre Passos ♦25541●54●278●421 (asked by Yaroslav Bulatov2333●21●43●65 )

invariance ocr

1

votes

0

answers

545

views

mutual information in a mixture of independent variables?

Jun 19 '12 at 05:44 Gavin Brown196●2●4●11 (asked by Yaroslav Bulatov2333●21●43●65 )

information-theory

2

votes

4

answers

2k

views

Dealing with label noise

Aug 29 '11 at 14:36 Mathieu Blondel1191●2●16●15 (asked by Yaroslav Bulatov2333●21●43●65 )

supervised-learning

2

votes

1

answers

1k

views

Modelling OCR noisy channel

May 11 '11 at 23:54 Yaroslav Bulatov2333●21●43●65

hidden crf

4

votes

2

answers

2k

views

Initializing CRF/MRF with counts

Feb 22 '11 at 15:34 Yaroslav Bulatov2333●21●43●65

graphical-models

2

votes

0

answers

1k

views

Generalized Belief Propagation vs Belief Propagation

Jan 08 '11 at 23:17 Yaroslav Bulatov2333●21●43●65

belief-propagation graphical-models message-passing

0

votes

1

answers

1k

views

Randomly generating realistic Graphical Models?

Dec 02 '10 at 05:24 Yaroslav Bulatov2333●21●43●65

graphical-models

1

votes

1

answers

1k

views

Algebraic Generalized BP

Nov 15 '10 at 21:22 Yaroslav Bulatov2333●21●43●65

belief-propagation

0

votes

0

answers

792

views

log-linear modeling -- are all feature sets the same?

Oct 13 '10 at 13:28 Yaroslav Bulatov2333●21●43●65

log-linear

2

votes

3

answers

6k

views

Point estimation: bayesian posterior mode or posterior mean?

Dec 30 '10 at 01:32 Ryan Turner256●4●8●12 (asked by Yaroslav Bulatov2333●21●43●65 )

bayesian estimation

4

votes

1

answers

2k

views

On regularization in exponential families

Sep 10 '10 at 16:39 Yaroslav Bulatov2333●21●43●65

regularization

1

votes

0

answers

1k

views

How to compute conditional Gaussian density?

Sep 16 '10 at 20:31 Yaroslav Bulatov2333●21●43●65

gaussian-distribution

6

votes

4

answers

2k

views

[meta] adding math support to this site

Dec 06 '12 at 03:20 Justin Bayer1706●9●30●45 (asked by Yaroslav Bulatov2333●21●43●65 )

How to measure distance between discrete probability distributions?

Aug 29 '10 at 19:36 Yaroslav Bulatov2333●21●43●65

loss-function

1

votes

2

answers

1k

views

How to pick between models that have same dimension and fit data equally well?

Sep 01 '10 at 03:40 Yuval F45●2 (asked by Yaroslav Bulatov2333●21●43●65 )

model-selection

View all questions by Yaroslav Bulatov

2

Graph Database + Encoder Graph = Human Brain Size Unsupervised Learning?

0

Accuracy of OCR

3

Why we need sparsity for auto-encoders?

3

Vectorized Implementation of Softmax Regression

3

Clustering algorithm used by google

2

Calibrating naive bayes

1

Hidden CRF

2

A question on training of HMM

4

Are there particular datasets where neural networks cannot converge well on?

2

What is the non-probabilistic justification for least squares regression?

0

Simple system for learning weights to rank results

4

Why do we assume that the error is normally distributed?

2

Joint sequence labeling with CRFs

2

Comparative benefits of the various citation databases

1

tensors in natural language processing

1

Expectation of the dot product of a multivariate normal vector

0

How to compare graphical models in terms of complexity?

1

NIPS 2010 - what do you like?

2

Message Passing in Graphical Models

3

OCR of Text from Screenshots

22

Good Machine Learning Blogs

9

How to choose a supervised learning method?

0

How to combine maximum entropy principle and the likelihood (soft constraints)?

1

The maximum-entropy distribution of a bit-valued vector variable subject to all univariate and bivariate statistics?

2

random fields

1

Exploring function spaces

2

What is l0.5 regularization?

2

Gradients in arbitrary CRF?

2

OCR lib for math formulas

2

What book/articles/course/survey on graphic models would you recommend if a machine learning student wants to dive in this field?

View all questions answered by Yaroslav Bulatov

33

2

graphical-models × 29
crf × 13
belief-propagation × 11
regularization × 10
machine-learning × 9
ocr × 8
maximum-likelihood × 8
estimation × 7
loss-function × 7
kl-divergence × 7

markov-random-field × 6
supervised-learning × 6
estimates × 6
linear-algebra × 6
meta × 6
probability × 6
nlp × 5
invariance × 5
log-linear × 5
references × 4

mrf × 4
factor-graph × 4
discriminative × 4
bayesian × 4
research × 4
clustering × 4
generative × 4
gaussian-distribution × 4
theory × 4
model-selection × 4

neural-networks × 4
maximum-entropy × 4
classification × 4
gradient × 4
practical-advice × 4
unsupervised-learning × 3
conditional-random-field × 3
autoencoder × 3
implementation × 3
convex × 3

features × 3
software × 3
modeling × 3
logistic-regression × 3
python × 3
learning-theory × 3
regression × 3
graphs × 2
message-passing × 2
hmm × 2

● Appreciated Answer × 27
● Prominent Question × 19
● Conspicuous Question × 19
● Well-Known Question × 19
● Appreciated Question × 11
● Cognoscenti × 7

● Prized Question × 6
● Esteemed Answer × 5
● Esteemed Question × 3
● Adulated Answer × 2
● Revisitation × 1
● Mentor × 1

● On the record × 1
● Blue Pencil × 1
● Commentator × 1
● Participant × 1
● Guide × 1
● Inquisitive × 1

● Cherished Question × 1
● Revisionist × 1
● Discriminating × 1

Registered user

19 Questions

transferring to new domains

mutual information in a mixture of independent variables?

Dealing with label noise

Modelling OCR noisy channel

Initializing CRF/MRF with counts

Generalized Belief Propagation vs Belief Propagation

Randomly generating realistic Graphical Models?

Algebraic Generalized BP

log-linear modeling -- are all feature sets the same?

Point estimation: bayesian posterior mode or posterior mean?

On regularization in exponential families

How to compute conditional Gaussian density?

[meta] adding math support to this site

How to measure distance between discrete probability distributions?

How to pick between models that have same dimension and fit data equally well?

44 Answers

35 Votes

50 Tags

21 Kudos