Jennifer Gillenwater
16 papers · 2009–2023 · 9 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (6) π Interdisciplinary Bridge
π
Conference Polyglot
(9)
π
Academic Marathon
(14)
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Cross-Pollinator
(10)
π
Century Club
(16)
π₯
Unstoppable
(5)
Conferences
ICLR (3)
ICML (3)
ACL (2)
CONLL (2)
NIPS (2)
AISTATS (1)
EMNLP (1)
IJCNLP (1)
JMLR (1)
Top co-authors
Research topics
Keywords
determinantal point process
(3)
differential privacy
(3)
map inference
(2)
exponential mechanism
(2)
approximate inference
(2)
determinantal point processes
(2)
top-k ranking
(1)
sublinear time
(1)
posterior regularization
(1)
submodular function maximization
(1)
continuous relaxation
(1)
quantile estimation
(1)
privacy-preserving data analysis
(1)
approximation algorithm
(1)
privacy budget
(1)
recommender system
(1)
submodular function
(1)
top-k selection
(1)
privacy-preserving algorithm
(1)
sparsity-inducing penalty
(1)
Papers
Better Private Linear Regression Through Better Private Feature Selection
NIPS 2023
Scalable Sampling for Nonsymmetric Determinantal Point Processes
ICLR 2022
A Joint Exponential Mechanism For Differentially Private Top-$k$
ICML 2022
Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point Processes
ICLR 2021
Differentially Private Quantiles
ICML 2021
Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms
ICLR 2021
MAP Inference for Customized Determinantal Point Processes via Maximum Inner Product Search
AISTATS 2020
A Tree-Based Method for Fast Repeated Sampling of Determinantal Point Processes
ICML 2019
Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction
CONLL 2013
Near-Optimal MAP Inference for Determinantal Point Processes
NIPS 2012
Discovering Diverse and Salient Threads in Document Collections
CONLL 2012
Discovering Diverse and Salient Threads in Document Collections
EMNLP 2012
Posterior Sparsity in Unsupervised Dependency Parsing
JMLR 2011
Sparsity in Dependency Grammar Induction
ACL 2010
Dependency Grammar Induction via Bitext Projection Constraints
ACL 2009
Dependency Grammar Induction via Bitext Projection Constraints
IJCNLP 2009