Research output per year
Research output per year
Research output
- 46 results
Search results
-
2024
Handling Long and Richly Constrained Tasks through Constrained Hierarchical Reinforcement Learning
Lu, Y., Sinha, A. & Varakantham, P., Mar 25 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 19, p. 21368-21377 10 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
2023
Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions
Raj, A., Zhu, L., Gürbüzbalaban, M. & Şimşekli, U., 2023, In: Proceedings of Machine Learning Research. 202, p. 28578-28597 20 p.Research output: Contribution to journal › Conference article › peer-review
4 Scopus citations -
Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares
Raj, A., Barsbey, M., Gürbüzbalaban, M., Zhu, L. & Şimşekli, U., 2023, In: Proceedings of Machine Learning Research. 201, p. 1292-1342 51 p.Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
2022
Interventional Contrastive Learning with Meta Semantic Regularizer
Qiang, W., Li, J., Zheng, C., Su, B. & Xiong, H., 2022, In: Proceedings of Machine Learning Research. 162, p. 18018-18030 13 p.Research output: Contribution to journal › Conference article › peer-review
23 Scopus citations -
MetAug: Contrastive Learning via Meta Feature Augmentation
Li, J., Qiang, W., Zheng, C., Su, B. & Xiong, H., 2022, In: Proceedings of Machine Learning Research. 162, p. 12964-12978 15 p.Research output: Contribution to journal › Conference article › peer-review
15 Scopus citations -
2021
Butterfly-core community search over labeled graphs
Dong, Z., Huang, X., Yuan, G., Zhu, H. & Xiong, H., 2021, In: Proceedings of the VLDB Endowment. 14, 11, p. 2006-2018 13 p.Research output: Contribution to journal › Conference article › peer-review
Open Access23 Scopus citations -
Fractional moment-preserving initialization schemes for training deep neural networks
Gürbüzbalaban, M. & Hu, Y., 2021, In: Proceedings of Machine Learning Research. 130, p. 2233-2241 9 p.Research output: Contribution to journal › Conference article › peer-review
10 Scopus citations -
2020
Breaking reversibility accelerates langevin dynamics for non-convex optimization
Gao, X., Gürbüzbalaban, M. & Zhu, L., 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
9 Scopus citations -
Business and Economics: Metrics and Peer Review in the journal: "wSEAS Transactions on Business and Economics"
Bardis, N., Ekonomou, L., Borne, P., Ntalianis, K., Mercorelli, P., Katehakis, M. N., Kintzios, N., Bulucea, C. A. & Planas, M. I. G., Jun 29 2020, In: Journal of Physics: Conference Series. 1564, 1, 012025.Research output: Contribution to journal › Conference article › peer-review
Open Access -
DAve-QN: A Distributed Averaged Quasi-Newton Method with Local Superlinear Convergence Rate
Soori, S., Mischenko, K., Mokhtari, A., Mehri Dehnavi, M. & Gurbuzbalaban, M., 2020, In: Proceedings of Machine Learning Research. 108, p. 1965-1976 12 p.Research output: Contribution to journal › Conference article › peer-review
16 Scopus citations -
IDEAL: Inexact decentralized accelerated augmented Lagrangian method
Arjevani, Y., Bruna, J., Can, B., Gürbüzbalaban, M., Jegelka, S. & Lin, H., 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
8 Scopus citations -
2019
A universally optimal multistage accelerated stochastic gradient method
Aybat, N. S., Fallah, A., Gürbüzbalaban, M. & Ozdaglar, A., 2019, In: Advances in Neural Information Processing Systems. 32Research output: Contribution to journal › Conference article › peer-review
21 Scopus citations -
First exit time analysis of stochastic gradient descent under heavy-tailed gradient noise
Nguyen, T. H., Simsekli, U., Gürbüzbalaban, M. & Richard, G., 2019, In: Advances in Neural Information Processing Systems. 32Research output: Contribution to journal › Conference article › peer-review
23 Scopus citations -
O2O on-demand delivery optimization with mixed driver forces
Dai, H., Tao, J., Jiang, H. & Chen, W., Sep 2019, In: IFAC-PapersOnLine. 52, 13, p. 391-396 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access16 Scopus citations -
2017
Knowledge sharing while managing uncertainty in research and development (R&D) alliances: An eclectic perspective on the design of alliance governance structure
Choi, J. & Contractor, F. J., 2017, In: Academy of Management Annual Meeting Proceedings. 2017-AugustResearch output: Contribution to journal › Conference article › peer-review
Open Access -
Topic models as a novel approach to identify themes in content analysis: The example of organizational research methods
Piepenbrink, A. & Gaur, A. S., 2017, In: Academy of Management Annual Meeting Proceedings. 2017-AugustResearch output: Contribution to journal › Conference article › peer-review
Open Access20 Scopus citations -
When cyclic coordinate descent outperforms randomized coordinate descent
Gürbüzbalaban, M., Ozdaglar, A., Parrilo, P. A. & Vanli, N. D., 2017, In: Advances in Neural Information Processing Systems. 2017-December, p. 7000-7008 9 p.Research output: Contribution to journal › Conference article › peer-review
19 Scopus citations -
2016
Sparse Bayesian content-aware collaborative filtering for implicit feedback
Lian, D., Ge, Y., Yuan, N. J., Xie, X. & Xiong, H., 2016, In: IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 1732-1738 7 p.Research output: Contribution to journal › Conference article › peer-review
11 Scopus citations -
The network advantage of MNCS and business groups and foreign subsidiary performance
Gaur, A., Pattnaik, C., Lee, J. Y. & Singh, D., 2016, In: Academy of Management Annual Meeting Proceedings. p. 1694-1699 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
2014
Com2: Fast automatic discovery of temporal ('comet') communities
Araujo, M., Papadimitriou, S., Günnemann, S., Faloutsos, C., Basu, P., Swami, A., Papalexakis, E. E. & Koutra, D., 2014, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8444 LNAI, PART 2, p. 271-283 13 p.Research output: Contribution to journal › Conference article › peer-review
61 Scopus citations -
Finding well-clusterable subspaces for high dimensional data: A numerical one-dimension approach
Liu, C., Hu, T., Ge, Y. & Xiong, H., 2014, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8444 LNAI, PART 2, p. 311-323 13 p.Research output: Contribution to journal › Conference article › peer-review
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How the market judges bank risk? An empirical comparison between US and China
Chen, Y., Lee, C. F. & Shi, Y., 2014, In: Procedia Computer Science. 30, p. 14-23 10 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
2013
Privacy-preserving collaborative filtering on the cloud and practical implementation experiences
Basu, A., Vaidya, J., Kikuchi, H. & Dimitrakos, T., 2013, In: IEEE International Conference on Cloud Computing, CLOUD. p. 406-413 8 p., 6676721.Research output: Contribution to journal › Conference article › peer-review
14 Scopus citations -
2012
Boolean matrix decomposition problem: Theory, variations and applications to data engineering
Vaidya, J., 2012, In: Proceedings - International Conference on Data Engineering. p. 1222-1224 3 p., 6228173.Research output: Contribution to journal › Conference article › peer-review
12 Scopus citations -
2008
The role hierarchy mining problem: Discovery of optimal role hierarchies
Guo, Q., Vaidya, J. & Atluri, V., 2008, In: Proceedings - Annual Computer Security Applications Conference, ACSAC. p. 237-246 10 p., 4721561.Research output: Contribution to journal › Conference article › peer-review
52 Scopus citations -
2006
RoleMiner: Mining roles using subset enumeration
Vaidya, J., Atluri, V. & Warner, J., 2006, In: Proceedings of the ACM Conference on Computer and Communications Security. p. 144-153 10 p., 1180424.Research output: Contribution to journal › Conference article › peer-review
174 Scopus citations -
2005
A credential-based approach for facilitating automatic resource sharing among ad-hoc dynamic coalitions
Warner, J., Atluri, V. & Mukkamala, R., 2005, In: Lecture Notes in Computer Science. 3654, p. 252-266 15 p.Research output: Contribution to journal › Conference article › peer-review
7 Scopus citations -
A Distributed Service Registry for Resource Sharing Among Ad-Hoc Dynamic Coalitions
Mukkamala, R., Atluri, V. & Warner, J., 2005, In: IFIP Advances in Information and Communication Technology. 193, p. 319-333 15 p.Research output: Contribution to journal › Conference article › peer-review
Open Access9 Scopus citations -
A new algorithm for the hypergraph transversal problem
Khachiyan, L., Boros, E., Elbassioni, K. & Gurvich, V., 2005, In: Lecture Notes in Computer Science. 3595, p. 767-776 10 p.Research output: Contribution to journal › Conference article › peer-review
17 Scopus citations -
Collusion set detection through outlier discovery
Janeja, V. P., Atluri, V., Vaidya, J. & Adam, N. R., 2005, In: Lecture Notes in Computer Science. 3495, p. 1-13 13 p.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Generating all minimal integral solutions to monotone ∧, ∨-systems of linear, transversal and polymatroid inequalities
Khachiyan, L., Boros, E., Elbassioni, K. & Gurvich, V., 2005, In: Lecture Notes in Computer Science. 3618, p. 556-567 12 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
Privacy-preserving decision trees over vertically partitioned data
Vaidya, J. & Clifton, C., 2005, In: Lecture Notes in Computer Science. 3654, p. 139-152 14 p.Research output: Contribution to journal › Conference article › peer-review
Open Access72 Scopus citations -
Selective view materialization in a spatial data warehouse
Yu, S., Atluri, V. & Adam, N., 2005, In: Lecture Notes in Computer Science. 3589, p. 157-167 11 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
2004
Make-to-Stock systems with backorders: IPA gradients
Zhao, Y. & Melamed, B., 2004, In: Proceedings - Winter Simulation Conference. 1, p. 559-567 9 p.Research output: Contribution to journal › Conference article › peer-review
4 Scopus citations -
Welcome to CCS 2004
Atluri, V., 2004, In: Proceedings of the ACM Conference on Computer and Communications Security. p. iiiResearch output: Contribution to journal › Conference article › peer-review
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2003
An inequality for polymatroid functions and its applications
Boros, E., Elbassioni, K., Gurvich, V. & Khachiyan, L., Sep 12 2003, In: Discrete Applied Mathematics. 131, 2, p. 255-281 27 p.Research output: Contribution to journal › Conference article › peer-review
Open Access14 Scopus citations -
2001
A Chinese wall security model for decentralized workflow systems
Atluri, V., Chun, S. A. & Mazzoleni, P., 2001, In: Proceedings of the ACM Conference on Computer and Communications Security. p. 48-57 10 p.Research output: Contribution to journal › Conference article › peer-review
72 Scopus citations -
A Newton method for systems of m equations in n variables
Levin, Y. & Ben-Israel, A., Aug 2001, In: Nonlinear Analysis, Theory, Methods and Applications. 47, 3, p. 1961-1971 11 p.Research output: Contribution to journal › Conference article › peer-review
18 Scopus citations -
Modeling financial time series using ARM processes
Melamed, B., Aug 2001, In: Nonlinear Analysis, Theory, Methods and Applications. 47, 3, p. 2035-2048 14 p.Research output: Contribution to journal › Conference article › peer-review
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On convex probabilistic programming with discrete distributions
Dentcheva, D., Prékopa, A. & Ruszczyński, A., Aug 2001, In: Nonlinear Analysis, Theory, Methods and Applications. 47, 3, p. 1997-2009 13 p.Research output: Contribution to journal › Conference article › peer-review
20 Scopus citations -
2000
An authorization model for temporal data
Gal, A. & Atluri, V., 2000, In: Proceedings of the ACM Conference on Computer and Communications Security. p. 144-153 10 p.Research output: Contribution to journal › Conference article › peer-review
31 Scopus citations -
Detecting data and schema changes in scientific documents
Adam, N., Adiwijaya, I., Critchlow, T. & Musick, R., 2000, In: Proceedings of the Forum on Research and Technology Advances in Digital Libraries, ADL. p. 160-170 11 p.Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
1998
EDI through a distributed information systems approach
Adam, N. R., Adiwijaya, I., Atluri, V. & Yesha, Y., 1998, In: Proceedings of the Hawaii International Conference on System Sciences. 7, p. 354-363 10 p.Research output: Contribution to journal › Conference article › peer-review
7 Scopus citations -
Electronic commerce: Tutorial
Adam, N. R. & Yesha, Y., 1998, In: SIGMOD Record (ACM Special Interest Group on Management of Data). 27, 2, p. 498 1 p.Research output: Contribution to journal › Conference article › peer-review
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1997
Modeling compressed full-motion video
Melamed, B., 1997, In: Winter Simulation Conference Proceedings. p. 1368-1374 7 p.Research output: Contribution to journal › Conference article › peer-review
Open Access7 Scopus citations -
1979
PRODUCTION AND INVENTORY POLICIES FOR AN INTEGRATED MANUFACTURING FIRM.
Adam, N. R. & Ignall, E., 1979, In: IEE Conference Publication. p. 347-349 3 p.Research output: Contribution to journal › Conference article › peer-review