-
2
-
-
85083950886
-
A test of relative similarity for model selection in generative models
-
Wacha Bounliphone, Eugene Belilovsky, Matthew B. Blaschko, Ioannis Antonoglou, and Arthur Gretton. A test of relative similarity for model selection in generative models. In International Conference on Learning Representations, 2016. arXiv:1511.04581.
-
(2016)
International Conference on Learning Representations
-
-
Bounliphone, W.1
Belilovsky, E.2
Blaschko, M.B.3
Antonoglou, I.4
Gretton, A.5
-
3
-
-
79959650504
-
Quickly generating representative samples from an rbm-derived process
-
Olivier Breuleux, Yoshua Bengio, and Pascal Vincent. Quickly generating representative samples from an rbm-derived process. Neural Computation, 23(8):2053-2073, 2011.
-
(2011)
Neural Computation
, vol.23
, Issue.8
, pp. 2053-2073
-
-
Breuleux, O.1
Bengio, Y.2
Vincent, P.3
-
7
-
-
84937849144
-
Generative adversarial nets
-
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. Generative adversarial nets. In Advances in Neural Information Processing Systems, 2014. arXiv:1406.2661.
-
(2014)
Advances in Neural Information Processing Systems
-
-
Goodfellow, I.1
Pouget-Abadie, J.2
Mirza, M.3
Xu, B.4
Warde-Farley, D.5
Ozair, S.6
Courville, A.7
Bengio, Y.8
-
8
-
-
80053164096
-
Sriperumbudur. A fast, consistent kernel two-sample test
-
Arthur Gretton, Kenji Fukumizu, Zaid Harchaoui, and Bharath K. Sriperumbudur. A fast, consistent kernel two-sample test. In Advances in Neural Information Processing Systems, pp. 673-681, 2009.
-
(2009)
Advances in Neural Information Processing Systems
, pp. 673-681
-
-
Gretton, A.1
Fukumizu, K.2
Harchaoui, Z.3
Bharath, K.4
-
9
-
-
84859477054
-
A kernel two-sample test
-
Arthur Gretton, Karsten M. Borgwardt, Malte J Rasch, Bernhard Schölkopf, and Alex J. Smola. A kernel two-sample test. The Journal of Machine Learning Research, 13, 2012a.
-
(2012)
The Journal of Machine Learning Research
, vol.13
-
-
Gretton, A.1
Borgwardt, K.M.2
Rasch, M.J.3
Schölkopf, B.4
Smola, A.J.5
-
10
-
-
84877753617
-
Optimal kernel choice for large-scale two-sample tests
-
Arthur Gretton, Bharath Sriperumbudur, Dino Sejdinovic, Heiko Strathmann, and Massimiliano Pontil. Optimal kernel choice for large-scale two-sample tests. In Advances in Neural Information Processing Systems, 2012b.
-
(2012)
Advances in Neural Information Processing Systems
-
-
Gretton, A.1
Sriperumbudur, B.2
Sejdinovic, D.3
Strathmann, H.4
Pontil, M.5
-
18
-
-
0010487372
-
Integral probability metrics and their generating classes of functions
-
Alfred Müller. Integral probability metrics and their generating classes of functions. Advances in Applied Probability, 29(2):429-443, 1997.
-
(1997)
Advances in Applied Probability
, vol.29
, Issue.2
, pp. 429-443
-
-
Müller, A.1
-
19
-
-
46749096457
-
On optimal quantization rules in some problems in sequential decentralized detection
-
XuanLong Nguyen, Martin J. Wainwright, and Michael I. Jordan. On optimal quantization rules in some problems in sequential decentralized detection. IEEE Transactions on Information Theory, 54(7):3285-3295, 2008.
-
(2008)
IEEE Transactions on Information Theory
, vol.54
, Issue.7
, pp. 3285-3295
-
-
Nguyen, X.1
Wainwright, M.J.2
Jordan, M.I.3
-
21
-
-
84985989193
-
-
Aaaditya Ramdas, Sashank Reddi, Barnabás Póczos, Aarti Singh, and Larry Wasserman. Adaptivity and Computation-Statistics Tradeoffs for Kernel and Distance based High Dimensional Two Sample Testing, 2015a. arXiv:1508.00655.
-
(2015)
Adaptivity and Computation-Statistics Tradeoffs for Kernel and Distance Based High Dimensional Two Sample Testing
-
-
Ramdas, A.1
Reddi, S.2
Póczos, B.3
Singh, A.4
Wasserman, L.5
-
22
-
-
84961233903
-
On the decreasing power of kernel and distance based nonparametric hypothesis tests in high dimensions
-
Aaditya Ramdas, Sashank J. Reddi, Barnabás Póczos, Aarti Singh, and Larry Wasserman. On the decreasing power of kernel and distance based nonparametric hypothesis tests in high dimensions. In AAAI Conference on Artificial Intelligence, 2015b. arXiv:1406.2083.
-
(2015)
AAAI Conference on Artificial Intelligence
-
-
Ramdas, A.1
Reddi, S.J.2
Póczos, B.3
Singh, A.4
Wasserman, L.5
-
24
-
-
85018875486
-
Improved techniques for training GANs
-
Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen. Improved techniques for training GANs. In Advances in Neural Information Processing Systems, 2016. arXiv:1606.03498.
-
(2016)
Advances in Neural Information Processing Systems
-
-
Salimans, T.1
Goodfellow, I.2
Zaremba, W.3
Cheung, V.4
Radford, A.5
Chen, X.6
-
26
-
-
85071031012
-
-
frx, tklein23, JonasBehr, sploving, khalednasr, serialhex, May
-
Soeren Sonnenburg, Heiko Strathmann, Sergey Lisitsyn, Viktor Gal, Fernando J. Iglesias García, Wu Lin, Chiyuan Zhang, Soumyajit De, frx, tklein23, Evgeniy Andreev, JonasBehr, sploving, Parijat Mazumdar, Christian Widmer, Abhijeet Kislay, Kevin Hughes, Roman Votyakov, khalednasr, Saurabh Mahindre, Alesis Novik, Abinash Panda, Evangelos Anagnostopoulos, Liang Pang, serialhex, Alex Binder, Sanuj Sharma, Michal Uricár, Björn Esser, and Daniel Pyrathon. shogun: Shogun 4.1.0 - tajinohi no agatamori, May 2016.
-
(2016)
Shogun: Shogun 4.1.0 - Tajinohi No Agatamori
-
-
Sonnenburg, S.1
Strathmann, H.2
Lisitsyn, S.3
Gal, V.4
Iglesias García, F.J.5
Lin, W.6
Zhang, C.7
De, S.8
Andreev, E.9
Mazumdar, P.10
Widmer, C.11
Kislay, A.12
Hughes, K.13
Votyakov, R.14
Mahindre, S.15
Novik, A.16
Panda, A.17
Anagnostopoulos, E.18
Pang, L.19
Binder, A.20
Sharma, S.21
Uricár, M.22
Esser, B.23
Pyrathon, D.24
more..
-
27
-
-
77951951390
-
Kernel choice and classifiability for RKHS embeddings of probability distributions
-
Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Gert R. G. Lanckriet, and Bernhard Schölkopf. Kernel choice and classifiability for RKHS embeddings of probability distributions. In Advances in Neural Information Processing Systems, 2009.
-
(2009)
Advances in Neural Information Processing Systems
-
-
Sriperumbudur, B.K.1
Fukumizu, K.2
Gretton, A.3
Lanckriet, G.R.G.4
Schölkopf, B.5
-
28
-
-
77951953755
-
Hilbert space embeddings and metrics on probability measures
-
Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, and Bernhard Schölkopf. Hilbert space embeddings and metrics on probability measures. Journal of Machine Learning Research, 11:1517-1561, 2010.
-
(2010)
Journal of Machine Learning Research
, vol.11
, pp. 1517-1561
-
-
Sriperumbudur, B.K.1
Gretton, A.2
Fukumizu, K.3
Lanckriet, G.R.G.4
Schölkopf, B.5
-
29
-
-
84875150887
-
On the empirical estimation of integral probability metrics
-
Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Bernhard Schölkopf, and Gert R. G. Lanckriet. On the empirical estimation of integral probability metrics. Electronic Journal of Statistics, 6:1550-1599, 2012.
-
(2012)
Electronic Journal of Statistics
, vol.6
, pp. 1550-1599
-
-
Sriperumbudur, B.K.1
Fukumizu, K.2
Gretton, A.3
Schölkopf, B.4
Lanckriet, G.R.G.5
-
31
-
-
79960890850
-
Least-squares two-sample test
-
sep
-
Masashi Sugiyama, Taiji Suzuki, Yuta Itoh, Takafumi Kanamori, and Manabu Kimura. Least-squares two-sample test. Neural Networks, 24(7):735-751, sep 2011.
-
(2011)
Neural Networks
, vol.24
, Issue.7
, pp. 735-751
-
-
Sugiyama, M.1
Suzuki, T.2
Itoh, Y.3
Kanamori, T.4
Kimura, M.5
|