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
882017
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
79*2019
Consistency of spectral partitioning of uniform hypergraphs under planted partition model
D Ghoshdastidar, A Dukkipati
Advances in Neural Information Processing Systems 27, 397-405, 2014
612014
Consistency of spectral hypergraph partitioning under planted partition model
D Ghoshdastidar, A Dukkipati
The Annals of Statistics 45 (1), 289-315, 2017
542017
Learning beyond datasets: Knowledge graph augmented neural networks for natural language processing
KM Annervaz, S Chowdhury, A Dukkipati
NAACL HLT, 2018
472018
A provable generalized tensor spectral method for uniform hypergraph partitioning
D Ghoshdastidar, A Dukkipati
International Conference on Machine Learning, 400-409, 2015
342015
Variational methods for conditional multimodal deep learning
G Pandey, A Dukkipati
2017 International Joint Conference on Neural Networks (IJCNN), 308-315, 2017
332017
Uniform hypergraph partitioning: Provable tensor methods and sampling techniques
D Ghoshdastidar, A Dukkipati
The Journal of Machine Learning Research 18 (1), 1638-1678, 2017
272017
Spectral clustering using multilinear SVD: Analysis, approximations and applications
D Ghoshdastidar, A Dukkipati
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
262015
To go deep or wide in learning?
G Pandey, A Dukkipati
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2014
262014
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
252006
Learning by stretching deep networks
G Pandey, A Dukkipati
International Conference on Machine Learning, 1719-1727, 2014
202014
Variational methods for conditional multimodal learning: Generating human faces from attributes
G Pandey, A Dukkipati
arXiv preprint arXiv:1603.01801 6, 2016
162016
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
122017
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
Properties of Kullback-Leibler cross-entropy minimization in nonextensive framework
A Dukkipati, MN Murty, S Bhatnagar
Proceedings. International Symposium on Information Theory, 2005. ISIT 2005 …, 2005
92005
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