Articles with public access mandates - Kumar Avinava DubeyLearn more
Available somewhere: 14
Parallel Markov chain Monte Carlo for nonparametric mixture models
S Williamson, A Dubey, E Xing
Proceedings of the 30th International Conference on Machine Learning, 98-106, 2013
Mandates: US National Institutes of Health
Variance reduction in stochastic gradient Langevin dynamics
KA Dubey, S J Reddi, SA Williamson, B Poczos, AJ Smola, EP Xing
Advances in neural information processing systems 29, 2016
Mandates: US National Institutes of Health
Contextual explanation networks
M Al-Shedivat, A Dubey, E Xing
Journal of Machine Learning Research 21 (194), 1-44, 2020
Mandates: US National Institutes of Health
Transformation Autoregressive Networks
JB Oliva, A Dubey, M Zaheer, B Póczos, R Salakhutdinov, EP Xing, ...
arXiv preprint arXiv:1801.09819, 2018
Mandates: US National Science Foundation, US Department of Energy, US Department of …
Bayesian nonparametric kernel-learning
JB Oliva, A Dubey, AG Wilson, B Póczos, J Schneider, EP Xing
Artificial intelligence and statistics, 1078-1086, 2016
Mandates: US National Science Foundation, US Department of Energy, US National …
Estimating accuracy from unlabeled data: A bayesian approach
EA Platanios, A Dubey, T Mitchell
International Conference on Machine Learning, 1416-1425, 2016
Mandates: US National Science Foundation
Scalable hierarchical agglomerative clustering
N Monath, KA Dubey, G Guruganesh, M Zaheer, A Ahmed, A McCallum, ...
Proceedings of the 27th ACM SIGKDD Conference on knowledge discovery & data …, 2021
Mandates: US National Science Foundation
Learning pipelines with limited data and domain knowledge: A study in parsing physics problems
M Sachan, KA Dubey, TM Mitchell, D Roth, EP Xing
Advances in Neural Information Processing Systems 31, 2018
Mandates: US Department of Defense, US National Institutes of Health
Chefs' random tables: Non-trigonometric random features
V Likhosherstov, KM Choromanski, KA Dubey, F Liu, T Sarlos, A Weller
Advances in Neural Information Processing Systems 35, 34559-34573, 2022
Mandates: UK Engineering and Physical Sciences Research Council
Large-scale distributed dependent nonparametric trees
Z Hu, H Qirong, A Dubey, E Xing
International Conference on Machine Learning, 1651-1659, 2015
Mandates: US National Institutes of Health
Parallel Markov Chain Monte Carlo for Pitman-Yor Mixture Models
A Dubey, SA Williamson, EP Xing
The Conference on Uncertainty in Artificial Intelligence (UAI) 2014, 2014
Mandates: US National Institutes of Health
Exact and approximate hierarchical clustering using A
CS Greenberg, S Macaluso, N Monath, A Dubey, P Flaherty, M Zaheer, ...
Uncertainty in Artificial Intelligence, 2061-2071, 2021
Mandates: US National Science Foundation
Dag-structured clustering by nearest neighbors
N Monath, M Zaheer, KA Dubey, A Ahmed, A McCallum
International Conference on Artificial Intelligence and Statistics, 2854-2862, 2021
Mandates: US National Science Foundation
Dense-exponential random features: sharp positive estimators of the Gaussian kernel
V Likhosherstov, KM Choromanski, KA Dubey, F Liu, T Sarlos, A Weller
Advances in Neural Information Processing Systems 36, 2024
Mandates: UK Engineering and Physical Sciences Research Council
Publication and funding information is determined automatically by a computer program