Chakrabarti, Deepayan

17 publications

ECML-PKDD 2025 GraphWeave : Interpretable and Robust Graph Generation via Random Walk Trajectories Rahul Nandakumar, Deepayan Chakrabarti

IJCAI 2022 Robust High-Dimensional Classification from Few Positive Examples Deepayan Chakrabarti, Benjamin Fauber

MLJ 2022 Robust Linear Classification from Limited Training Data Deepayan Chakrabarti

ICML 2021 Consistent Nonparametric Methods for Network Assisted Covariate Estimation Xueyu Mao, Deepayan Chakrabarti, Purnamrita Sarkar

NeurIPS 2018 Overlapping Clustering Models, and One (class) SVM to Bind Them All Xueyu Mao, Purnamrita Sarkar, Deepayan Chakrabarti

JMLR 2017 Joint Label Inference in Networks Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus A. Macskassy

ICML 2017 On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations Xueyu Mao, Purnamrita Sarkar, Deepayan Chakrabarti

NeurIPS 2015 The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels Purnamrita Sarkar, Deepayan Chakrabarti, Peter J Bickel

ICML 2014 Joint Inference of Multiple Label Types in Large Networks Deepayan Chakrabarti, Stanislav Funiak, Jonathan Chang, Sofus Macskassy

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

ICML 2011 Preserving Personalized Pagerank in Subgraphs Andrea Vattani, Deepayan Chakrabarti, Maxim Gurevich

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

JMLR 2010 Kronecker Graphs: An Approach to Modeling Networks Jure Leskovec, Deepayan Chakrabarti, Jon Kleinberg, Christos Faloutsos, Zoubin Ghahramani

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

NeurIPS 2008 Mortal Multi-Armed Bandits Deepayan Chakrabarti, Ravi Kumar, Filip Radlinski, Eli Upfal

ICML 2007 Multi-Armed Bandit Problems with Dependent Arms Sandeep Pandey, Deepayan Chakrabarti, Deepak Agarwal

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