Arindam Banerjee
Affiliations:- University of Illinois Urbana-Champaign, USA
- University of Minnesota, Twin Cities (former)
According to our database1,
Arindam Banerjee
authored at least 151 papers
between 2002 and 2023.
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Bibliography
2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Private Stochastic Non-Convex Optimization: Adaptive Algorithms and Tighter Generalization Bounds.
CoRR, 2020
De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Predictors.
CoRR, 2020
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Proceedings of the 13th ACM Conference on Recommender Systems, 2019
Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
ACM Trans. Knowl. Discov. Data, 2018
SIGMOD Rec., 2018
CoRR, 2018
Comput. Medical Imaging Graph., 2018
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
IEEE Trans. Knowl. Data Eng., 2017
J. Mach. Learn. Res., 2017
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
J. Mach. Learn. Res., 2016
J. Aerosp. Inf. Syst., 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Comput. Sci. Eng., 2015
Proceedings of the 24th International Conference on World Wide Web, 2015
Revisiting Non-Progressive Influence Models: Scalable Influence Maximization in Social Networks.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of The 28th Conference on Learning Theory, 2015
Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
Proceedings of the Handbook of Mixed Membership Models and Their Applications., 2014
CoRR, 2014
CoRR, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Uncertainty Quantified Matrix Completion Using Bayesian Hierarchical Matrix Factorization.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective.
Proceedings of the 2nd International Workshop on Big Data, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
Semisupervised Clustering.
Proceedings of the Data Clustering: Algorithms and Applications, 2013
2012
IEEE Trans. Knowl. Data Eng., 2012
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Gap Filling in the Plant Kingdom - Trait Prediction Using Hierarchical Probabilistic Matrix Factorization.
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Efficient similarity search for covariance matrices via the Jensen-Bregman LogDet Divergence.
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the ICDM 2010, 2010
Sparsity-cognizant overlapping co-clustering for behavior inference in social networks.
Proceedings of the IEEE International Conference on Acoustics, 2010
Analyzing Aviation Safety Reports: From Topic Modeling to Scalable Multi-Label Classification.
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010
2009
Anomaly detection using manifold embedding and its applications in transportation corridors.
Intell. Data Anal., 2009
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009
Proceedings of the Algorithmic Learning Theory, 20th International Conference, 2009
2008
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
2007
A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation.
J. Mach. Learn. Res., 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
An Analysis of Logistic Models: Exponential Family Connections and Online Performance.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
2006
IEEE Trans. Inf. Forensics Secur., 2006
Data Min. Knowl. Discov., 2006
Proceedings of the Semi-Supervised Learning, 2006
2005
J. Mach. Learn. Res., 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
2004
Frequency-sensitive competitive learning for scalable balanced clustering on high-dimensional hyperspheres.
IEEE Trans. Neural Networks, 2004
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
An information theoretic analysis of maximum likelihood mixture estimation for exponential families.
Proceedings of the Machine Learning, 2004
2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
2002
Proceedings of the Second SIAM International Conference on Data Mining, 2002
Semi-supervised Clustering by Seeding.
Proceedings of the Machine Learning, 2002