Prabhanjan Kambadur
7 papers · 2013–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Cross-Pollinator (6) πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer
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Conference Polyglot
(5)
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Academic Marathon
(11)
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Trend Setter
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Conference Pioneer
Conferences
ICML (3)
ACL (1)
AISTATS (1)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
submodular optimization
(1)
spectral clustering
(1)
graph laplacian
(1)
domain adaptation
(1)
k-means clustering
(1)
named entity recognition
(1)
map inference
(1)
sparse inverse covariance
(1)
precision matrix estimation
(1)
block coordinate descent
(1)
gaussian markov random field
(1)
determinantal point process
(1)
matrix estimation
(1)
support vector machine
(1)
graphical model
(1)
greedy algorithm
(1)
language model
(1)
non-negative matrix factorization
(1)
structured support vector machine
(1)
scalable algorithm
(1)
Papers
Academics Can Contribute to Domain-Specialized Language Models
EMNLP 2024
A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition
ACL 2019
Faster Greedy MAP Inference for Determinantal Point Processes
ICML 2017
Geolocation for Twitter: Timing Matters
NAACL 2016
Spectral Clustering via the Power Method - Provably
ICML 2015
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization
ICML 2013
A Parallel, Block Greedy Method for Sparse Inverse Covariance Estimation for Ultra-high Dimensions
AISTATS 2013