Zobrazeno 1 - 10
of 220
pro vyhledávání: '"Hess, Tom"'
Publikováno v:
Proceedings of the Twenty Sixth International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR 206:850--874, 2023
We propose a new algorithm for k-means clustering in a distributed setting, where the data is distributed across many machines, and a coordinator communicates with these machines to calculate the output clustering. Our algorithm guarantees a cost app
Externí odkaz:
http://arxiv.org/abs/2201.13217
Publikováno v:
Advances in Neural Information Processing Systems, pages 3298-3308, 2021
We study k-median clustering under the sequential no-substitution setting. In this setting, a data stream is sequentially observed, and some of the points are selected by the algorithm as cluster centers. However, a point can be selected as a center
Externí odkaz:
http://arxiv.org/abs/2102.04050
Autor:
Hess, Tom, Sabato, Sivan
Publikováno v:
Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics (AISTATS), 962--972, 2020
We study the sample-based k-median clustering objective under a sequential setting without substitutions. In this setting, an i.i.d. sequence of examples is observed. An example can be selected as a center only immediately after it is observed, and i
Externí odkaz:
http://arxiv.org/abs/1905.12925
Autor:
Hess, Tom, Sabato, Sivan
We define a new selection problem, \emph{Selecting with History}, which extends the secretary problem to a setting with historical information. We propose a strategy for this problem and calculate its success probability in the limit of a large seque
Externí odkaz:
http://arxiv.org/abs/1702.03989
Autor:
Sabato, Sivan, Hess, Tom
Publikováno v:
S. Sabato and T. Hess, "Interactive Algorithms: from Pool to Stream", Proceedings of the 29th Annual Conference on Learning Theory (COLT), JMLR Workshop and Conference Proceedings 49:1419-1439, 2016
We consider interactive algorithms in the pool-based setting, and in the stream-based setting. Interactive algorithms observe suggested elements (representing actions or queries), and interactively select some of them and receive responses. Pool-base
Externí odkaz:
http://arxiv.org/abs/1602.01132
Publikováno v:
In Applied Animal Science August 2021 37(4):451-459
Autor:
HESS, TOM
Publikováno v:
Nebraska Life; Sep/Oct2024, Vol. 28 Issue 5, p60-65, 6p, 9 Color Photographs
Autor:
HESS, TOM
Publikováno v:
Colorado Life Magazine; Sep/Oct2024, Vol. 13 Issue 4, p34-41, 8p, 13 Color Photographs
Autor:
Diaz, Jose M., Gadberry, Michael S., Beck, Paul A., Richeson, John T., Linneen, Sara K., Hubbell, Donald S., II, Tucker, John D., Hess, Tom
Publikováno v:
In Applied Animal Science April 2020 36(2):285-290
Autor:
HESS, TOM
Publikováno v:
Nebraska Life; Jul/Aug2024, Vol. 28 Issue 4, p60-64, 5p, 2 Color Photographs