Deepayan Chakrabarti

Deepayan Chakrabarti, Christos Faloutsos: Graph Mining: Laws, Tools, and Case Studies. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2012

B. Aditya Prakash, Deepayan Chakrabarti, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos: Threshold conditions for arbitrary cascade models on arbitrary networks. Knowl. Inf. Syst. 33(3): 549-575 (2012)

Purnamrita Sarkar, Deepayan Chakrabarti, Michael I. Jordan: Nonparametric Link Prediction in Dynamic Networks. ICML 2012

Deepayan Chakrabarti, Erik Vee: Traffic shaping to optimize ad delivery. ACM Conference on Electronic Commerce 2012: 302-318

B. Aditya Prakash, Deepayan Chakrabarti, Michalis Faloutsos, Nicholas Valler, Christos Faloutsos: Threshold Conditions for Arbitrary Cascade Models on Arbitrary Networks. ICDM 2011: 537-546

Andrea Vattani, Deepayan Chakrabarti, Maxim Gurevich: Preserving Personalized Pagerank in Subgraphs. ICML 2011: 793-800

Deepayan Chakrabarti, Kunal Punera: Event Summarization Using Tweets. ICWSM 2011

Purnamrita Sarkar, Deepayan Chakrabarti, Andrew W. Moore: Theoretical Justification of Popular Link Prediction Heuristics. IJCAI 2011: 2722-2727

Purnamrita Sarkar, Deepayan Chakrabarti, Michael I. Jordan: Non-parametric Link Prediction. CoRR abs/1109.1077 (2011)

Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos, Zoubin Ghahramani: Kronecker Graphs: An Approach to Modeling Networks. Journal of Machine Learning Research 11: 985-1042 (2010)

Purnamrita Sarkar, Deepayan Chakrabarti, Andrew W. Moore: Theoretical Justification of Popular Link Prediction Heuristics. COLT 2010: 295-307

Deepayan Chakrabarti, Rupesh R. Mehta: The paths more taken: matching DOM trees to search logs for accurate webpage clustering. WWW 2010: 211-220

Deepayan Chakrabarti, Christos Faloutsos, Mary McGlohon: Graph Mining: Laws and Generators. Managing and Mining Graph Data 2010: 69-123

Deepayan Chakrabarti: Graph Mining. Encyclopedia of Machine Learning 2010: 469-471

Xuanhui Wang, Deepayan Chakrabarti, Kunal Punera: Mining broad latent query aspects from search sessions. KDD 2009: 867-876

Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins: ShatterPlots: Fast Tools for Mining Large Graphs. SDM 2009: 802-813

Deepayan Chakrabarti, Ravi Kumar, Kunal Punera: Quicklink selection for navigational query results. WWW 2009: 391-400

Deepayan Chakrabarti, Yang Wang, Chenxi Wang, Jure Leskovec, Christos Faloutsos: Epidemic thresholds in real networks. ACM Trans. Inf. Syst. Secur. 10(4) (2008)

Deepayan Chakrabarti, Ravi Kumar, Kunal Punera: Generating succinct titles for web URLs. KDD 2008: 79-87

Deepayan Chakrabarti, Ravi Kumar, Filip Radlinski, Eli Upfal: Mortal Multi-Armed Bandits. NIPS 2008: 273-280

Deepayan Chakrabarti, Ravi Kumar, Kunal Punera: A graph-theoretic approach to webpage segmentation. WWW 2008: 377-386

Deepayan Chakrabarti, Deepak Agarwal, Vanja Josifovski: Contextual advertising by combining relevance with click feedback. WWW 2008: 417-426

Deepayan Chakrabarti, Christos Faloutsos, Yiping Zhan: Visualization of large networks with min-cut plots, A-plots and R-MAT. Int. J. Hum.-Comput. Stud. 65(5): 434-445 (2007)

Sandeep Pandey, Deepayan Chakrabarti, Deepak Agarwal: Multi-armed bandit problems with dependent arms. ICML 2007: 721-728

Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos: Information Survival Threshold in Sensor and P2P Networks. INFOCOM 2007: 1316-1324

Deepak Agarwal, Andrei Z. Broder, Deepayan Chakrabarti, Dejan Diklic, Vanja Josifovski, Mayssam Sayyadian: Estimating rates of rare events at multiple resolutions. KDD 2007: 16-25

Sandeep Pandey, Deepak Agarwal, Deepayan Chakrabarti, Vanja Josifovski: Bandits for Taxonomies: A Model-based Approach. SDM 2007

Deepayan Chakrabarti, Ravi Kumar, Kunal Punera: Page-level template detection via isotonic smoothing. WWW 2007: 61-70

Deepayan Chakrabarti, Christos Faloutsos: Graph mining: Laws, generators, and algorithms. ACM Comput. Surv. 38(1) (2006)

Deepayan Chakrabarti, Ravi Kumar, Andrew Tomkins: Evolutionary clustering. KDD 2006: 554-560

Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos: Relevance search and anomaly detection in bipartite graphs. SIGKDD Explorations 7(2): 48-55 (2005)

Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos: Neighborhood Formation and Anomaly Detection in Bipartite Graphs. ICDM 2005: 418-425

Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos: Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication. PKDD 2005: 133-145

Sebastian Thrun, Christian Martin, Yufeng Liu, Dirk Hähnel, Rosemary Emery-Montemerlo, Deepayan Chakrabarti, Wolfram Burgard: A real-time expectation-maximization algorithm for acquiring multiplanar maps of indoor environments with mobile robots. IEEE Transactions on Robotics 20(3): 433-443 (2004)

Deepayan Chakrabarti, Spiros Papadimitriou, Dharmendra S. Modha, Christos Faloutsos: Fully automatic cross-associations. KDD 2004: 79-88

Deepayan Chakrabarti: AutoPart: Parameter-Free Graph Partitioning and Outlier Detection. PKDD 2004: 112-124

Deepayan Chakrabarti, Yiping Zhan, Christos Faloutsos: R-MAT: A Recursive Model for Graph Mining. SDM 2004

Yang Wang, Deepayan Chakrabarti, Chenxi Wang, Christos Faloutsos: Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint. SRDS 2003: 25-34

Deepayan Chakrabarti, Christos Faloutsos: F4: large-scale automated forecasting using fractals. CIKM 2002: 2-9

Yufeng Liu, Rosemary Emery, Deepayan Chakrabarti, Wolfram Burgard, Sebastian Thrun: Using EM to Learn 3D Models of Indoor Environments with Mobile Robots. ICML 2001: 329-336

Sebastian Thrun, Wolfram Burgard, Deepayan Chakrabarti, Rosemary Emery, Yufeng Liu, Christian Martin: A Real-time Algorithm for Acquiring Multi-Planar Volumetric Models with Mobile Robots. ISRR 2001: 21-35