-
2
-
-
40649091637
-
Model selection via bilevel optimization
-
1716345, International Joint Conference on Neural Networks 2006, IJCNN '06
-
Bennett, K. P., Hu, J., Ji, X., Kunapuli, G., & Pang, J. S. (2006). Model selection via bilevel optimization. In International joint conference on neural networks (pp. 1922-1929). (Pubitemid 351369560)
-
(2006)
IEEE International Conference on Neural Networks - Conference Proceedings
, pp. 1922-1929
-
-
Bennett, K.P.1
Hu, J.2
Ji, X.3
Kunapuli, G.4
Pang, J.-S.5
-
3
-
-
46049118447
-
Bilevel optimization and machine learning
-
J. Zurada (eds) et al. Springer New York. 10.1007/978-3-540-68860-0-2
-
Bennett, K. P., Kunapuli, G., Hu, J., & Pang, J. S. (2008). Bilevel optimization and machine learning. In J. Zurada et al. (Eds.), Lecture notes in computer science: Vol. 5050. Computational intelligence: research frontiers: IEEE WCCI 2008, Hong Kong, China, 1-6 June, 2008: Plenary/invited Lectures (pp. 25-47). New York: Springer.
-
(2008)
Computational Intelligence: Research Frontiers: IEEE WCCI 2008 Hong Kong, China 1-6 June, 2008 Lecture Notes in Computer Science
, vol.5050
, pp. 25-47
-
-
Bennett, K.P.1
Kunapuli, G.2
Hu, J.3
Pang, J.S.4
-
4
-
-
80053051599
-
Exploiting domain knowledge for improved quantitative high-throughput screening curve fitting
-
Bergeron, C., Moore, G., Krein, M., Breneman, C. M., & Bennett, K. P. (2011a). Exploiting domain knowledge for improved quantitative high-throughput screening curve fitting. Journal of Chemical Information and Modeling
-
(2011)
Journal of Chemical Information and Modeling
-
-
Bergeron, C.1
Moore, G.2
Krein, M.3
Breneman, C.M.4
Bennett, K.P.5
-
5
-
-
80053050682
-
Fast bundle algorithm for multiple instance learning
-
Bergeron, C., Moore, G., Zaretzki, J., Breneman, C. M. & Bennett, K. P. (2011b). Fast bundle algorithm for multiple instance learning. IEEE Transactions on Pattern Analysis and Machine Intelligence
-
(2011)
IEEE Transactions on Pattern Analysis and Machine Intelligence
-
-
Bergeron, C.1
Moore, G.2
Zaretzki, J.3
Breneman, C.M.4
Bennett, K.P.5
-
6
-
-
0009403492
-
Mathematical programs with optimization problems in the constraints
-
359797 0263.90029 10.1287/opre.21.1.37
-
J. Bracken J. McGill 1973 Mathematical programs with optimization problems in the constraints Operations Research 21 37 44 359797 0263.90029 10.1287/opre.21.1.37
-
(1973)
Operations Research
, vol.21
, pp. 37-44
-
-
Bracken, J.1
McGill, J.2
-
7
-
-
0000431584
-
OSPR analysis of HPLC column capacity factors for a set of high-energy materials using electronic van der Waals surface property descriptors computed by transferable atom equivalent method
-
C. Breneman M. Rhem 1997 A QSPR analysis of hplc column capacity factors for a set of high-energy materials using electronic van der Waals surface property descriptors computed by the transferable atom equivalent method Journal of Computational Chemistry 18 2 182 197 10.1002/(SICI)1096-987X(19970130)18: 2<182::AID-JCC4>3.0.CO;2-R (Pubitemid 127598564)
-
(1997)
Journal of Computational Chemistry
, vol.18
, Issue.2
, pp. 182-197
-
-
Breneman, C.M.1
Rhem, M.2
-
8
-
-
0036161011
-
Choosing multiple parameters for support vector machines
-
DOI 10.1023/A:1012450327387
-
O. Chapelle V. Vapnik O. Bousquet S. Mukherjee 2002 Choosing multiple parameters for support vector machines Machine Learning 46 1-3 131 159 0998.68101 10.1023/A:1012450327387 (Pubitemid 34129966)
-
(2002)
Machine Learning
, vol.46
, Issue.1-3
, pp. 131-159
-
-
Chapelle, O.1
Vapnik, V.2
Bousquet, O.3
Mukherjee, S.4
-
10
-
-
34250183387
-
An overview of bilevel programming
-
2329985 1159.90483 10.1007/s10479-007-0176-2
-
B. Colson P. Marcotte G. Savard 2007 An overview of bilevel programming Annals of Operation Research 153 235 256 2329985 1159.90483 10.1007/s10479-007- 0176-2
-
(2007)
Annals of Operation Research
, vol.153
, pp. 235-256
-
-
Colson, B.1
Marcotte, P.2
Savard, G.3
-
11
-
-
0042737841
-
Annotated bibliography on bilevel programming and mathematical programs with equilibrium constraints
-
DOI 10.1080/0233193031000149894
-
S. Dempe 2003 Annotated bibliography on bilevel programming and mathematical programs with equilibrium constraints Optimization 52 333 359 1996321 1140.90493 10.1080/0233193031000149894 (Pubitemid 36995924)
-
(2003)
Optimization
, vol.52
, Issue.3
, pp. 333-359
-
-
Dempe, S.1
-
13
-
-
33746218517
-
Efficient optimization of support vector machine learning parameters for unbalanced datasets
-
DOI 10.1016/j.cam.2005.09.009, PII S0377042705005856
-
T. Eitrich B. Lang 2006 Efficient optimization of support vector machine learning parameters for unbalanced datasets Journal of Computational and Applied Mathematics 196 2 425 436 2249433 1097.68113 10.1016/j.cam.2005.09.009 (Pubitemid 44093872)
-
(2006)
Journal of Computational and Applied Mathematics
, vol.196
, Issue.2
, pp. 425-436
-
-
Eitrich, T.1
Lang, B.2
-
14
-
-
32044449925
-
Generalized cross-validation as a method for choosing a good ridge parameter
-
533250 0461.62059 10.2307/1268518
-
G. H. Golub M. Heath G. Wahba 1979 Generalized cross-validation as a method for choosing a good ridge parameter Technometrics 21 2 215 223 533250 0461.62059 10.2307/1268518
-
(1979)
Technometrics
, vol.21
, Issue.2
, pp. 215-223
-
-
Golub, G.H.1
Heath, M.2
Wahba, G.3
-
17
-
-
73549124275
-
Bilevel model selection for support vector machines
-
P. Pardalos P. Hansen (eds)
-
Kunapuli, G., Bennett, K. P., & Pang, J. S. (2008). Bilevel model selection for support vector machines. In P. Pardalos & P. Hansen (Eds.), AMS: Vol. 45. Data mining and mathematical programming (pp. 129-158).
-
(2008)
Data Mining and Mathematical Programming AMS
, vol.45
, pp. 129-158
-
-
Kunapuli, G.1
Bennett, K.P.2
Pang, J.S.3
-
21
-
-
80054936825
-
A proximity control algorithm to minimize nonsmooth and nonconvex functions
-
2541264 1162.49020
-
D. Noll O. Prot A. Rondepierre 2008 A proximity control algorithm to minimize nonsmooth and nonconvex functions Pacific Journal of Optimization 4 571 604 2541264 1162.49020
-
(2008)
Pacific Journal of Optimization
, vol.4
, pp. 571-604
-
-
Noll, D.1
Prot, O.2
Rondepierre, A.3
-
23
-
-
84861615338
-
-
Princeton University Press Princeton 1108.90001
-
Ruszczyński, A. (2006). Nonlinear optimization. Princeton: Princeton University Press.
-
(2006)
Nonlinear Optimization
-
-
Ruszczyński, A.1
-
24
-
-
84898947199
-
Bayesian model selection for support vector machines, Gaussian processes and other kernel classifiers
-
Seeger, M. (1999). Bayesian model selection for support vector machines, Gaussian processes and other kernel classifiers. In Advances in neural information processing systems (pp. 603-609).
-
(1999)
Advances in Neural Information Processing Systems
, pp. 603-609
-
-
Seeger, M.1
-
25
-
-
80053052854
-
-
Master's thesis, Courant Institute of Mathematical Science, New York University
-
Skajaa, A. (2010). Limited memory bfgs for nonsmooth optimization. Master's thesis, Courant Institute of Mathematical Science, New York University.
-
(2010)
Limited Memory Bfgs for Nonsmooth Optimization
-
-
Skajaa, A.1
-
27
-
-
36849059715
-
A scalable modular convex solver for regularized risk minimization
-
DOI 10.1145/1281192.1281270, KDD-2007: Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
-
Teo, C. H., Le, Q. V., Smola, A., & Vishwanathan, S. V. N. (2007). A scalable modular convex solver for regularized risk minimization. In Proceedings of the ACM SIGKDD international conference on knowledge discovery and data mining (pp. 727-736). (Pubitemid 350229258)
-
(2007)
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 727-736
-
-
Teo, C.H.1
Smola, A.2
Vishwanathan, S.V.N.3
Le, Q.V.4
|