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1

Smoothed Functional Algorithms for Stochastic Optimization Using q -Gaussian Distributions

Ghoshdastidar, Debarghya, Dukkipati, Ambedkar, Bhatnagar, Shalabh

Journal:

ACM Transactions on Modeling and Computer Simulation

Year:

2014

Language:

english

File:

PDF, 606 KB

english, 2014

2

On maximum entropy and minimum KL-divergence optimization by Gröbner basis methods

Ambedkar Dukkipati

Journal:

Applied Mathematics and Computation

Year:

2012

Language:

english

File:

PDF, 267 KB

english, 2012

3

[IEEE 2013 IEEE International Symposium on Information Theory (ISIT) - Istanbul, Turkey (2013.07.7-2013.07.12)] 2013 IEEE International Symposium on Information Theory - Minimum description length principle for maximum entropy model selection

Pandey, Gaurav, Dukkipati, Ambedkar

Year:

2013

Language:

english

File:

PDF, 245 KB

english, 2013

4

[IEEE 2012 IEEE International Symposium on Information Theory - ISIT - Cambridge, MA, USA (2012.07.1-2012.07.6)] 2012 IEEE International Symposium on Information Theory Proceedings - q-Gaussian based Smoothed Functional algorithms for stochastic optimization

Ghoshdastidar, Debarghya, Dukkipati, Ambedkar, Bhatnagar, Shalabh

Year:

2012

Language:

english

File:

PDF, 205 KB

english, 2012

5

Gelfand–Yaglom–Perez theorem for generalized relative entropy functionals

Ambedkar Dukkipati, Shalabh Bhatnagar, M. Narasimha Murty

Journal:

Information Sciences

Year:

2007

Language:

english

File:

PDF, 167 KB

english, 2007

6

Nonextensive triangle equality and other properties of Tsallis relative-entropy minimization

Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bhatnagar

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2006

Language:

english

File:

PDF, 210 KB

english, 2006

7

[IEEE Its Applications (Isita2010) - Taichung, Taiwan (2010.10.17-2010.10.20)] 2010 International Symposium On Information Theory & Its Applications - On Kolmogorov-Nagumo averages and nonextensive entropy

Dukkipati, Ambedkar

Year:

2010

Language:

english

File:

PDF, 287 KB

english, 2010

8

Newton-based stochastic optimization using q-Ga

Ghoshdastidar, Debarghya, Dukkipati, Ambedkar, Bhatnagar, Shalabh

Journal:

Year:

2014

Language:

english

File:

PDF, 512 KB

english, 2014

9

A Generative Model for Dynamic Networks with Applications

Gupta, Shubham, Sharma, Gaurav, Dukkipati, Ambedkar

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

File:

PDF, 346 KB

2019

10

[IEEE 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) - Waikoloa Village, HI, USA (2019.1.7-2019.1.11)] 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) - Learning to Segment With Image-Level Supervision

Pandey, Gaurav, Dukkipati, Ambedkar

Year:

2019

Language:

english

File:

PDF, 511 KB

english, 2019

11

Learning With Jensen-Tsallis Kernels

Ghoshdastidar, Debarghya, Adsul, Ajay P., Dukkipati, Ambedkar

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2016

Language:

english

File:

PDF, 2.14 MB

english, 2016

12

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - Mixture modeling with compact support distributions for unsupervised learning

Dukkipati, Ambedkar, Ghoshdastidar, Debarghya, Krishnan, Jinu

Year:

2016

Language:

english

File:

PDF, 335 KB

english, 2016

13

Consistency of spectral hypergraph partitioning under planted partition model

Ghoshdastidar, Debarghya, Dukkipati, Ambedkar

Journal:

The Annals of Statistics

Year:

2017

Language:

english

File:

PDF, 440 KB

english, 2017

14

An Algorithmic Characterization of Polynomial Functions over\({\mathbb{Z}}_{p^{n}} \)

Guha, Ashwin, Dukkipati, Ambedkar

Journal:

Year:

2015

Language:

english

File:

PDF, 609 KB

english, 2015

15

[IEEE 2013 IEEE International Conference on Data Mining (ICDM) - Dallas, TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining - Generative Maximum Entropy Learning for Multiclass Classification

Dukkipati, Ambedkar, Pandey, Gaurav, Ghoshdastidar, Debarghya, Koley, Paramita, Sriram, D.M.V. Satya

Year:

2013

Language:

english

File:

PDF, 239 KB

english, 2013

16

[IEEE 2009 IEEE International Symposium on Information Theory - ISIT - Seoul, South Korea (2009.06.28-2009.07.3)] 2009 IEEE International Symposium on Information Theory - Embedding maximum entropy models in algebraic varieties by Gröbner bases methods

Dukkipati, Ambedkar

Year:

2009

Language:

english

File:

PDF, 571 KB

english, 2009

17

SiameseGAN: A Generative Model for Denoising of Spectral Domain Optical Coherence Tomography Images

Kande, Nilesh A., Dakshane, Rupali, Dukkipati, Ambedkar, Yalavarthy, Phaneendra K.

Journal:

IEEE Transactions on Medical Imaging

Year:

2020

File:

PDF, 7.74 MB

2020

18

[ACM Press the 36th international symposium - San Jose, California, USA (2011.06.08-2011.06.11)] Proceedings of the 36th international symposium on Symbolic and algebraic computation - ISSAC '11 - Border basis detection is NP-complete

Ananth, Prabhanjan Vijendra, Dukkipati, Ambedkar

Year:

2011

Language:

english

File:

PDF, 531 KB

english, 2011

19

On Gröbner bases and Krull dimension of residue class rings of polynomial rings over integral domains

Francis, Maria, Dukkipati, Ambedkar

Journal:

Journal of Symbolic Computation

Year:

2017

Language:

english

File:

PDF, 1.01 MB

english, 2017

20

[IEEE 2017 IEEE International Conference on Data Mining (ICDM) - New Orleans, LA (2017.11.18-2017.11.21)] 2017 IEEE International Conference on Data Mining (ICDM) - Unsupervised Feature Learning with Discriminative Encoder

Pandey, Gaurav, Dukkipati, Ambedkar

Year:

2017

Language:

english

File:

PDF, 348 KB

english, 2017

21

A faster algorithm for testing polynomial representability of functions over finite integer rings

Guha, Ashwin, Dukkipati, Ambedkar

Journal:

Theoretical Computer Science

Year:

2015

Language:

english

File:

PDF, 330 KB

english, 2015

22

On ideal lattices, Gröbner bases and generalized hash functions

Francis, Maria, Dukkipati, Ambedkar

Journal:

Journal of Algebra and Its Applications

Year:

2017

Language:

english

File:

PDF, 320 KB

english, 2017

23

[IEEE 2018 IEEE International Symposium on Information Theory (ISIT) - Vail, CO, USA (2018.6.17-2018.6.22)] 2018 IEEE International Symposium on Information Theory (ISIT) - On Consistency of Compressive Spectral Clustering

Pydi, Muni Sreenivas, Dukkipati, Ambedkar

Year:

2018

Language:

english

File:

PDF, 520 KB

english, 2018

24

On measure-theoretic aspects of nonextensive entropy functionals and corresponding maximum entropy prescriptions

Ambedkar Dukkipati, Shalabh Bhatnagar, M. Narasimha Murty

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2007

Language:

english

File:

PDF, 240 KB

english, 2007

25

Reduced Gröbner bases and Macaulay–Buchberger Basis Theorem over Noetherian rings

Francis, Maria, Dukkipati, Ambedkar

Journal:

Journal of Symbolic Computation

Year:

2014

Language:

english

File:

PDF, 319 KB

english, 2014

26

[IEEE 2012 IEEE International Symposium on Information Theory - ISIT - Cambridge, MA, USA (2012.07.1-2012.07.6)] 2012 IEEE International Symposium on Information Theory Proceedings - A two stage selective averaging LDPC decoding

Kumar, A. Dinesh, Dukkipati, Ambedkar

Year:

2012

Language:

english

File:

PDF, 334 KB

english, 2012

27

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - Maximum Entropy Model Based Classification with Feature Selection

Dukkipati, Ambedkar, Yadav, Abhay Kumar, Murty, M. Narasimha

Year:

2010

Language:

english

File:

PDF, 487 KB

english, 2010

28

Primes of the formx2+dy2withx≡0(modN) ory≡0(modN)

DUKKIPATI, AMBEDKAR, PALIMAR, SUSHMA

Journal:

Proceedings Mathematical Sciences

Year:

2017

Language:

english

File:

PDF, 320 KB

english, 2017

29

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK, USA (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - Variational methods for conditional multimodal deep learning

Pandey, Gaurav, Dukkipati, Ambedkar

Year:

2017

Language:

english

File:

PDF, 783 KB

english, 2017

30

Complexity of Gröbner basis detection and border basis detection

Ananth, Prabhanjan V., Dukkipati, Ambedkar

Journal:

Theoretical Computer Science

Year:

2012

Language:

english

File:

PDF, 296 KB

english, 2012

31

[IEEE 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Columbus, OH, USA (2014.6.23-2014.6.28)] 2014 IEEE Conference on Computer Vision and Pattern Recognition - Spectral Clustering with Jensen-Type Kernels and Their Multi-point Extensions

Ghoshdastidar, Debarghya, Dukkipati, Ambedkar, Adsul, Ajay P., Vijayan, Aparna S.

Year:

2014

Language:

english

File:

PDF, 551 KB

english, 2014

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