Deepayan Chakrabarti

CoRR, 2024

2023

SURE: Robust, Explainable, and Fair Classification without Sensitive Attributes.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Robust linear classification from limited training data.

[BibT_eX]

[DOI]

Mach. Learn., 2022

Incentive-Aware Models of Dynamic Financial Networks.

[BibT_eX]

[DOI]

Akhil Jalan

CoRR, 2022

Avoiding Biases due to Similarity Assumptions in Node Embeddings.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Robust High-Dimensional Classification From Few Positive Examples.

[BibT_eX]

[DOI]

Benjamin Fauber

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Parameter-free robust optimization for the maximum-Sharpe portfolio problem.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2021

Consistent Nonparametric Methods for Network Assisted Covariate Estimation.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

Portfolio Construction by Mitigating Error Amplification: The Bounded-Noise Portfolio.

[BibT_eX]

[DOI]

Long Zhao

Kumar Muthuraman

Oper. Res., 2019

2018

Overlapping Clustering Models, and One (class) SVM to Bind Them All.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Label Propagation with Neural Networks.

[BibT_eX]

[DOI]

Aditya Pal

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Graph Mining.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Joint Label Inference in Networks.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2017

Estimating Mixed Memberships with Sharp Eigenvector Deviations.

[BibT_eX]

[DOI]

CoRR, 2017

On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Discovery of Topical Authorities in Instagram.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

2015

Traffic Shaping to Optimize Ad Delivery.

[BibT_eX]

[DOI]

Erik Vee

ACM Trans. Economics and Comput., 2015

The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels.

[BibT_eX]

[DOI]

Peter J. Bickel

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

Joint Inference of Multiple Label Types in Large Networks.

[BibT_eX]

[DOI]

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Speeding up large-scale learning with a social prior.

[BibT_eX]

[DOI]

Ralf Herbrich

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012

Graph Mining: Laws, Tools, and Case Studies

[BibT_eX]

[DOI]

Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, ISBN: 978-3-031-01903-6, 2012

Threshold conditions for arbitrary cascade models on arbitrary networks.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2012

Nonparametric Link Prediction in Dynamic Networks.

[BibT_eX]

[DOI]

Michael I. Jordan

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Non-parametric Link Prediction

[BibT_eX]

[DOI]

Michael I. Jordan

CoRR, 2011

Event Summarization Using Tweets.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Preserving Personalized Pagerank in Subgraphs.

[BibT_eX]

[DOI]

Andrea Vattani

Maxim Gurevich

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

Graph Mining: Laws and Generators.

[BibT_eX]

[DOI]

Mary McGlohon

Proceedings of the Managing and Mining Graph Data, 2010

Graph Mining.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning, 2010

Kronecker Graphs: An Approach to Modeling Networks.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2010

The paths more taken: matching DOM trees to search logs for accurate webpage clustering.

[BibT_eX]

[DOI]

Rupesh R. Mehta

Proceedings of the 19th International Conference on World Wide Web, 2010

Theoretical Justification of Popular Link Prediction Heuristics.

[BibT_eX]

[DOI]

Andrew W. Moore

Proceedings of the COLT 2010, 2010

2009

Quicklink selection for navigational query results.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on World Wide Web, 2009

ShatterPlots: Fast Tools for Mining Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

Mining broad latent query aspects from search sessions.

[BibT_eX]

[DOI]

Xuanhui Wang

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

2008

Epidemic thresholds in real networks.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst. Secur., 2008

A graph-theoretic approach to webpage segmentation.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on World Wide Web, 2008

Contextual advertising by combining relevance with click feedback.

[BibT_eX]

[DOI]

Deepak Agarwal

Vanja Josifovski

Proceedings of the 17th International Conference on World Wide Web, 2008

Mortal Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Generating succinct titles for web URLs.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

2007

Visualization of large networks with min-cut plots, A-plots and R-MAT.

[BibT_eX]

[DOI]

Yiping Zhan

Int. J. Hum. Comput. Stud., 2007

Page-level template detection via isotonic smoothing.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on World Wide Web, 2007

Bandits for Taxonomies: A Model-based Approach.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Estimating rates of rare events at multiple resolutions.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Information Survival Threshold in Sensor and P2P Networks.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Multi-armed bandit problems with dependent arms.

[BibT_eX]

[DOI]

Sandeep Pandey

Deepak Agarwal

Proceedings of the Machine Learning, 2007

2006

Graph mining: Laws, generators, and algorithms.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2006

Evolutionary clustering.

[BibT_eX]

[DOI]

Rosemary Emery-Montemerlo

Andrew Tomkins

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

2005

Relevance search and anomaly detection in bipartite graphs.

[BibT_eX]

[DOI]

SIGKDD Explor., 2005

Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Neighborhood Formation and Anomaly Detection in Bipartite Graphs.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

A real-time expectation-maximization algorithm for acquiring multiplanar maps of indoor environments with mobile robots.

[BibT_eX]

[DOI]

Wolfram Burgard

IEEE Trans. Robotics, 2004

R-MAT: A Recursive Model for Graph Mining.

[BibT_eX]

[DOI]

Yiping Zhan

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

AutoPart: Parameter-Free Graph Partitioning and Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Fully automatic cross-associations.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003

Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint.

[BibT_eX]

[DOI]

Proceedings of the 22nd Symposium on Reliable Distributed Systems (SRDS 2003), 2003

2002

F4: large-scale automated forecasting using fractals.

[BibT_eX]

[DOI]