← Authors

Deepayan Chakrabarti

9 papers · 2008–2022 · 4 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (30) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (14) 🐝 Cross-Pollinator (10) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (55)

Conferences

ICML (3) NIPS (3) JMLR (2) IJCAI (1)

Top co-authors

Purnamrita Sarkar (4) Xueyu Mao (3) Jonathan Chang (2) Stanislav Funiak (2) Filip Radlinski (1) Sofus A. Macskassy (1) Christos Faloutsos (1) Eli Upfal (1) peter j bickel (1) Jure Leskovec (1)

Keywords

semi-supervised learning (2) social network (2) stochastic blockmodel (2) network analysis (2) graph theory (2) label propagation (2) mixed membership (2) graph clustering (1) spectral clustering (1) link prediction (1) robust classification (1) multi-label classification (1) graph generation (1) community detection (1) probabilistic inference (1) few-shot learning (1) nonparametric regression (1) exploration-exploitation (1) parameter inference (1) nonnegative matrix factorization (1)

Papers

Robust High-Dimensional Classification From Few Positive Examples IJCAI 2022
Consistent Nonparametric Methods for Network Assisted Covariate Estimation ICML 2021
Overlapping Clustering Models, and One (class) SVM to Bind Them All NIPS 2018
Joint Label Inference in Networks JMLR 2017
On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations ICML 2017
The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NIPS 2015
Joint Inference of Multiple Label Types in Large Networks ICML 2014
Kronecker Graphs: An Approach to Modeling Networks JMLR 2010
Mortal Multi-Armed Bandits NIPS 2008