-
2
-
-
85084012304
-
Brainwash: A data system for feature engineering
-
Anderson, M., Antenucci, D., Bittorf, V., Burgess, M., Cafarella, M., Kumar, A., Niu, F., Park, Y., Re, C., Zhang, C. 2013. Brainwash: A data system for feature engineering. In CIDR (Conference on Innovative Data Systems Research).
-
(2013)
CIDR (Conference on Innovative Data Systems Research).
-
-
Anderson, M.1
Antenucci, D.2
Bittorf, V.3
Burgess, M.4
Cafarella, M.5
Kumar, A.6
Niu, F.7
Park, Y.8
Re, C.9
Zhang, C.10
-
3
-
-
65249134854
-
Two “well-known” properties of subgradient optimization
-
Anstreicher, K. M., Wolsey, L. A. 2009. Two “well-known” properties of subgradient optimization. Mathematical Programming 120(1): 213–220.
-
(2009)
Mathematical Programming
, vol.120
, Issue.1
, pp. 213-220
-
-
Anstreicher, K.M.1
Wolsey, L.A.2
-
4
-
-
84870749286
-
-
Apache Mahout; http://mahout.apache.org/.
-
Apache Mahout
-
-
-
5
-
-
84877774066
-
Factoring nonnegative matrices with linear programs
-
Bittorf, V., Recht, B., Re, C., Tropp, J. 2012. Factoring nonnegative matrices with linear programs. In NIPS (Neural Information Processing Systems).
-
(2012)
NIPS (Neural Information Processing Systems).
-
-
Bittorf, V.1
Recht, B.2
Re, C.3
Tropp, J.4
-
9
-
-
77954751910
-
Ricardo: Integrating R and Hadoop
-
Das, S., Sismanis, Y., Beyer, K. S., Gemulla, R., Haas, P. J., McPherson, J. 2010. Ricardo: Integrating R and Hadoop. In ACM SIGMOD (Special Interest Group on Management of Data).
-
(2010)
ACM SIGMOD (Special Interest Group on Management of Data).
-
-
Das, S.1
Sismanis, Y.2
Beyer, K.S.3
Gemulla, R.4
Haas, P.J.5
McPherson, J.6
-
10
-
-
84862644049
-
Towards a unified architecture for in-RDBMS analytics. In ACM
-
Feng, X., Kumar, A., Recht, B., Re, C. 2012. Towards a unified architecture for in-RDBMS analytics. In ACM SIGMOD (Special Interest Group on Management of Data).
-
(2012)
SIGMOD (Special Interest Group on Management of Data).
-
-
Feng, X.1
Kumar, A.2
Recht, B.3
Re, C.4
-
11
-
-
21744433274
-
Data cube: A relational aggregation operator generalizing group-by, cross-tab, and sub-totals
-
Gray, J., Chaudhuri, S., Bosworth, A., Layman, A., Reichart, D., Venkatrao, M., Pellow, F., Pirahesh, H. 1997. Data cube: A relational aggregation operator generalizing group-by, cross-tab, and sub-totals. Data Mining and Knowledge Discovery 1(1).
-
(1997)
Data Mining and Knowledge Discovery
, vol.1
, Issue.1
-
-
Gray, J.1
Chaudhuri, S.2
Bosworth, A.3
Layman, A.4
Reichart, D.5
Venkatrao, M.6
Pellow, F.7
Pirahesh, H.8
-
12
-
-
0003684449
-
-
New York: Springer-Verlag
-
Hastie, T., Tibshirani, R., Friedman, J. H. 2001. The Elements of Statistical Learning: Data Mining, Inference, and Prediction. New York: Springer-Verlag.
-
(2001)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction.
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.H.3
-
13
-
-
84873199454
-
-
In PVLDB (Proceedings of the VLDB Endowment)
-
Hellerstein, J., Re, C., Schoppmann, F., Wang, D. Z., Fratkin, E., Gorajek, A., Ng, K. S., Welton, C., Feng, X., Li, K., Kumar, A. 2012. The MADlib Analytics Library or MAD Skills, the SQL. In PVLDB (Proceedings of the VLDB Endowment) 5(12): 1700–1711.
-
(2012)
The MADlib Analytics Library or MAD Skills, the SQL.
, vol.5
, Issue.12
, pp. 1700-1711
-
-
Hellerstein, J.1
Re, C.2
Schoppmann, F.3
Wang, D.Z.4
Fratkin, E.5
Gorajek, A.6
Ng, K.S.7
Welton, C.8
Feng, X.9
Li, K.10
Kumar, A.11
-
14
-
-
83055176154
-
Tuffy: Scaling up statistical inference in Markov logic networks using an RDBMS
-
Niu, F., Re, C., Doan, A., Shavlik, J. 2011. Tuffy: Scaling up statistical inference in Markov logic networks using an RDBMS. In VLDB (Very Large Databases).
-
(2011)
VLDB (Very Large Databases).
-
-
Niu, F.1
Re, C.2
Doan, A.3
Shavlik, J.4
-
15
-
-
85162467517
-
Hogwild!: A lock-free approach to parallelizing stochastic gradient descent
-
Niu, F., Recht, B., Re, C., Wright, S. 2011. Hogwild!: A lock-free approach to parallelizing stochastic gradient descent. In NIPS (Neural Information Processing Systems).
-
(2011)
NIPS (Neural Information Processing Systems).
-
-
Niu, F.1
Recht, B.2
Re, C.3
Wright, S.4
-
16
-
-
84877901872
-
Elementary: Large-scale knowledge-base construction via machine learning and statistical inference
-
Niu, F., Zhang, C., Re, C., Shavlik, J. 2012. Elementary: Large-scale knowledge-base construction via machine learning and statistical inference. IJSWIS-WEKEX (International Journal on Semantic Web and Information Systems-Workshop on Web-scale Knowledge Extraction).
-
(2012)
IJSWIS-WEKEX (International Journal on Semantic Web and Information Systems-Workshop on Web-scale Knowledge Extraction).
-
-
Niu, F.1
Zhang, C.2
Re, C.3
Shavlik, J.4
-
17
-
-
84861049023
-
Parallel stochastic gradient algorithms for large-scale matrix completion
-
Recht, B., Re, C. 2011. Parallel stochastic gradient algorithms for large-scale matrix completion. In Optimization Online.
-
(2011)
Optimization Online.
-
-
Recht, B.1
Re, C.2
-
19
-
-
0004267646
-
-
(Princeton Landmarks in Mathematics and Physics). Princeton University Press
-
Rockafellar, R. T. 1996. Convex Analysis (Princeton Landmarks in Mathematics and Physics). Princeton University Press.
-
(1996)
Convex Analysis
-
-
Rockafellar, R.T.1
-
21
-
-
85161967549
-
Parallelized stochastic gradient descent
-
Zinkevich, M., Weimer, M., Smola, A., Li, L. 2010. Parallelized stochastic gradient descent. In NIPS (Neural Information Processing Systems).
-
(2010)
NIPS (Neural Information Processing Systems).
-
-
Zinkevich, M.1
Weimer, M.2
Smola, A.3
Li, L.4
|