Ambedkar Dukkipati
Ambedkar Dukkipati
Professor, Department of Computer Science and Automation, Indian Institute of Science
Verified email at - Homepage
Cited by
Cited by
Attentive recurrent comparators
P Shyam, S Gupta, A Dukkipati
International conference on machine learning, 3173-3181, 2017
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
Learning beyond datasets: Knowledge graph augmented neural networks for natural language processing
KM Annervaz, SBR Chowdhury, A Dukkipati
In Proceedings of NAACL HLT: 313-322, 2018., 2018
Consistency of spectral hypergraph partitioning under planted partition model
D Ghoshdastidar, A Dukkipati
The Annals of Statistics 45 (1), 289-315, 2017
Consistency of spectral partitioning of uniform hypergraphs under planted partition model
D Ghoshdastidar, A Dukkipati
Advances in Neural Information Processing Systems 27, 2014
Variational methods for conditional multimodal deep learning
G Pandey, A Dukkipati
2017 international joint conference on neural networks (IJCNN), 308-315, 2017
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
A provable generalized tensor spectral method for uniform hypergraph partitioning
D Ghoshdastidar, A Dukkipati
International Conference on Machine Learning, 400-409, 2015
Uniform hypergraph partitioning: Provable tensor methods and sampling techniques
D Ghoshdastidar, A Dukkipati
Journal of Machine Learning Research 18 (50), 1-41, 2017
Spectral clustering using multilinear SVD: Analysis, approximations and applications
D Ghoshdastidar, A Dukkipati
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
To go deep or wide in learning?
G Pandey, A Dukkipati
Artificial Intelligence and Statistics, 724-732, 2014
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
Networked multi-agent reinforcement learning with emergent communication
S Gupta, R Hazra, A Dukkipati
arXiv preprint arXiv:2004.02780, 2020
Learning by stretching deep networks
G Pandey, A Dukkipati
International Conference on Machine Learning, 1719-1727, 2014
Neural latent space model for dynamic networks and temporal knowledge graphs
T Gracious, S Gupta, A Kanthali, RM Castro, A Dukkipati
Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4054-4062, 2021
Image generation and editing with variational info generative AdversarialNetworks
M Gorijala, A Dukkipati
arXiv preprint arXiv:1701.04568, 2017
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
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
Reduced Gröbner bases and Macaulay–Buchberger basis theorem over Noetherian rings
M Francis, A Dukkipati
Journal of Symbolic Computation 65, 1-14, 2014
Protecting individual interests across clusters: Spectral clustering with guarantees
S Gupta, A Dukkipati
arXiv e-prints, arXiv: 2105.03714, 2021
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