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Ambedkar Dukkipati
Ambedkar Dukkipati
Associate Professor, Department of Computer Science and Automation, Indian Institute of Science
Verified email at iisc.ac.in - Homepage
Title
Cited by
Cited by
Year
Attentive Recurrent Comparators
P Shyam, S Gupta, A Dukkipati
International Conference on Machine Learning (ICML), 3173-3181, 2017
1032017
Skip residual pairwise networks with learnable comparative functions for few-shot learning
A Mehrotra, A Dukkipati
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 886-894, 2019
94*2019
Consistency of spectral partitioning of uniform hypergraphs under planted partition model
D Ghoshdastidar, A Dukkipati
Advances in Neural Information Processing Systems 27, 2014
742014
Consistency of spectral hypergraph partitioning under planted partition model
D Ghoshdastidar, A Dukkipati
The Annals of Statistics 45 (1), 289-315, 2017
662017
Learning beyond datasets: Knowledge graph augmented neural networks for natural language processing
KM Annervaz, S Chowdhury, A Dukkipati
NAACL HLT, 2018
592018
Variational methods for conditional multimodal deep learning
G Pandey, A Dukkipati
2017 International Joint Conference on Neural Networks (IJCNN), 308-315, 2017
512017
A provable generalized tensor spectral method for uniform hypergraph partitioning
D Ghoshdastidar, A Dukkipati
International Conference on Machine Learning, 400-409, 2015
372015
Uniform hypergraph partitioning: Provable tensor methods and sampling techniques
D Ghoshdastidar, A Dukkipati
The Journal of Machine Learning Research 18 (1), 1638-1678, 2017
342017
To go deep or wide in learning?
G Pandey, A Dukkipati
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2014
282014
Nonextensive triangle equality and other properties of Tsallis relative-entropy minimization
A Dukkipati, MN Murty, S Bhatnagar
Physica A: Statistical Mechanics and its Applications 361 (1), 124-138, 2006
262006
Spectral clustering using multilinear SVD: Analysis, approximations and applications
D Ghoshdastidar, A Dukkipati
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
252015
SiameseGAN: a generative model for denoising of spectral domain optical coherence tomography images
NA Kande, R Dakhane, A Dukkipati, PK Yalavarthy
IEEE Transactions on Medical Imaging 40 (1), 180-192, 2020
192020
Learning by stretching deep networks
G Pandey, A Dukkipati
International Conference on Machine Learning, 1719-1727, 2014
192014
Cauchy annealing schedule: An annealing schedule for boltzmann selection scheme in evolutionary algorithms
A Dukkipati, MN Murty, S Bhatnagar
Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No …, 2004
162004
A neural architecture mimicking humans end-to-end for natural language inference
B Paria, KM Annervaz, A Dukkipati, A Chatterjee, S Podder
arXiv preprint arXiv:1611.04741, 2016
152016
Reduced Gröbner bases and Macaulay–Buchberger basis theorem over Noetherian rings
M Francis, A Dukkipati
Journal of Symbolic Computation 65, 1-14, 2014
152014
Image generation and editing with variational info generative AdversarialNetworks
M Gorijala, A Dukkipati
arXiv preprint arXiv:1701.04568, 2017
142017
On generalized measures of information with maximum and minimum entropy prescriptions
A Dukkipati
Computer Science and Automation, Indian Institute of Science, Bangalore, 2006
112006
On maximum entropy and minimum KL-divergence optimization by Gröbner basis methods
A Dukkipati
Applied Mathematics and Computation 218 (23), 11674-11687, 2012
102012
Minimum description length principle for maximum entropy model selection
G Pandey, A Dukkipati
2013 IEEE International Symposium on Information Theory, 1521-1525, 2013
92013
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