Dzung Phan
7 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
AAAI (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
mixed-integer programming
(2)
unsupervised learning
(1)
stochastic optimization
(1)
causal inference
(1)
reinforcement learning
(1)
stochastic gradient descent
(1)
nonconvex optimization
(1)
binary classification
(1)
convex optimization
(1)
sparse learning
(1)
policy gradient
(1)
graph prediction
(1)
composite optimization
(1)
abstract meaning representation
(1)
distributed optimization
(1)
granger causality
(1)
point process
(1)
variance reduction
(1)
coordinate descent
(1)
alternating minimization
(1)
Papers
Interpretable Clustering via Multi-Polytope Machines
AAAI 2022
Cardinality-Regularized Hawkes-Granger Model
NIPS 2021
Ensembling Graph Predictions for AMR Parsing
NIPS 2021
FedDR β Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization
NIPS 2021
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees
NIPS 2020
A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning
AISTATS 2020
Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD
ICML 2019