M. Liu, M. E. Lopes
Preprint, 2024 [arxiv]
S. Wang, M. E. Lopes
Preprint, 2024 [arxiv]
M. E. Lopes
to appear: Annales de l'Institut Henri Poincaré (B) Probabilités et
Statistiques, 2024+ [arxiv]
J. Yao, N. B. Erichson, M. E. Lopes
International Conference on Artificial Intelligence and
Statistics (AISTATS), 2023 [link] [arxiv]
(included in oral presentations, top 1.9% of submissions)
with R. Murray, J. Demmel, M. W. Mahoney, et al.
Preprint, 2023 [arxiv]
See also related video on the Mutual Information YouTube channel
J. Yao, M. E. Lopes
Statistica Sinica, 2023 [arxiv]
M. E. Lopes, N. B. Erichson, M. W. Mahoney
Bernoulli, 2023 [pdf] [link]
Z. Lin, M. E. Lopes, H.-G. Mueller
Journal of the American Statistical Association, 2023 [link] [arxiv]
S. Wang, M. E. Lopes
Electronic Journal of Statistics, 2023 [pdf] [link]
M. E. Lopes
Annals of Statistics, 2022 [pdf] [link]
with A. Buluç, T. G. Kolda, S. M. Wild, et al.
Report
from the DOE Advanced Scientific Computing Research Workshop,
2021 [link]
[arxiv]
M. E. Lopes, S. Wu, T. C. M. Lee
SIAM Journal on Mathematics of Data Science,
2020
[link]
[arxiv]
M. E. Lopes, N. B. Erichson, M. W. Mahoney
International Conference on Machine Learning (ICML), 2020 [link][arxiv]
X. T. Chen, M. E. Lopes
International Conference on Machine Learning (ICML), 2020 [link]
Near-parametric rates
under weak variance decay and application to functional and
multinomial data
M. E. Lopes, Z. Lin, H.-G. Mueller
Annals of Statistics, 2020 [pdf] [link]
M. E. Lopes
Journal of Statistical Planning and Inference, 2020 [link]
[arxiv]
M. E. Lopes
Annals of Statistics, 2019 [pdf] [link]
[arxiv]
M. E. Lopes, A. Blandino, A. Aue
Biometrika, 2019 [link]
[arxiv]
M. E. Lopes, S. Wang, M. W. Mahoney
Journal of Machine Learning Research
(JMLR), 2019 [link]
[arxiv]
M. E. Lopes, S. Wang, M. W. Mahoney
International Conference on Machine Learning (ICML), 2018
[link]
[arxiv]
(included in long talks, top 8.6% of submissions)
M. E. Lopes
IEEE Transactions on Information Theory, 2016 [link]
[arxiv]
M. E. Lopes
Advances in Neural Information Processing Systems (NIPS), 2014 [link]
[arxiv]
(included in spotlight presentations, top 4.8% of submissions)
M. E. Lopes
International Conference on Machine Learning
(ICML), 2013
[link]
[arxiv]
M. E. Lopes, L. Jacob, and M. J. Wainwright
Advances in Neural Information Processing Systems (NIPS), 2011
[link]
[arxiv]